{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b94929ad-0058-47be-9dec-8f6d2398bcc0",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Processing FloorSet-Prime Batches:   0% 0/1954 [00:00<?, ?it/s]"
     ]
    },
    {
     "data": {
      "image/png": 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IskxGRoao1SOYcDIyMqiuriYUCo1YoIhEbQKBQPA1RFhOBIcCB3MfCoEiEAgEAlatWkVycvJEd0PwFVBdXY0kSXzxxRcT3ZUhEQJFIBAIvgGsXLkSSZKQJAmdTkdpaSl33HEH4XB4ors2IUiSxGuvvZbQtuvWreP0008nLS0Nk8nEjBkz+NnPfkZDQ8P4drIPI+nvcOTn59PU1MSsWbMSbnP77bdz5JFHjsnxE0UIFIFAIPiGsGLFCpqamti3bx8/+9nPuP3227n33nsnuluHNI8//jinnHIKWVlZvPzyy+zatYu//OUvOJ1O7r///onuXhzBYDCh7dRqNVlZWWg0h7gbqnwY4nQ6ZUB2Op0T3RWBQCA4pPD5fPKuXbtkn88Xt/yKK66Qv/3tb8ctO/XUU+Vjjz1WlmVZfvrpp+WkpKTYuvLycvlb3/qWnJmZKZvNZnn+/Pny2rVr49r7/X755ptvlvPy8mSdTieXlJTI//d//xdbv337dnnFihWy2WyWMzMz5e9+97tyW1tbbP1JJ50kX3fddfJPfvITOTk5Wc7MzJSfeOIJ2e12yytXrpQtFotcUlIi//e//407biL7vf766+Wf//znckpKimy32+Xbbrsttr6wsFAGYp/CwsIBr2VdXZ2s0+nkG264YcD1Docj9v+XXnpJnjFjhqzT6eTCwkL5vvvui9u2sLBQ/t3vfid/73vfky0Wi5yfny8//vjjsfWBQEC+9tpr5aysLFmv18sFBQXy73//+yH7e9ttt8lHHHGE/OSTT8pFRUWyJEmyLMvymjVr5EWLFslJSUlyamqqfMYZZ8jl5eWxY1VVVcmA/Pnnn8uyLMvr1q2TAfmdd96R582bJxuNRnnhwoXynj17ZFlW7o2+xwfkp59+Wo5Go/Jtt90m5+fnyzqdTs7Ozpavv/76uPM+8H4cyfgtLCgCgUDwDcVoNA761u12uzn99NN59913+fzzz1mxYgVnnXUWtbW1sW0uv/xynn/+eR555BF2797N448/Hst30dXVxdKlSznqqKPYsmULb775Ji0tLVx44YVxx3nmmWdIT0/nk08+4frrr+dHP/oRF1xwAccddxyfffYZy5Yt47LLLsPr9Y54v2azmY8//ph77rmHO+64g7Vr1wLw6aefAvD000/T1NQU+34gL774IsFgkJtvvnnA9T0+O1u3buXCCy/k4osvZvv27dx+++38z//8D6tWrYrb/v7772f+/Pl8/vnnXHPNNfzoRz+irKwMgEceeYR///vfvPDCC5SVlfHss89SVFQ0bH/Ly8t5+eWXeeWVV2I+JR6Ph5/+9Kds2bKFd999F5VKxTnnnEM0Gh3wPHq49dZbuf/++9myZQsajYbvf//7AFx00UX87Gc/Y+bMmTQ1NdHU1MRFF13Eyy+/zIMPPsjjjz/Ovn37eO2115g9e/aQxxgRw0qYQxBhQREIBIKBScSCEo1G5bVr18p6vV6+6aabZFnub0EZiJkzZ8qPPvqoLMuyXFZWJgP9rCo93HnnnfKyZcviltXV1cmAXFZWJsuyYuk4/vjjY+vD4bBsNpvlyy67LLasqalJBuTNmzePer+yLMsLFiyQb7nllth3QH711VeHPN8f/ehHss1mG3IbWZblSy65RD711FPjlv385z+XZ8yYEfteWFgof/e73419j0ajcmZmpvzYY4/JsizL119/vbx06VI5Go0OeIyB+nvbbbfJWq1Wbm1tHbJ/bW1tMiBv375dluWhLSg9/Oc//5GB2H3UY63py/333y9PmTJFDgaDgx5bWFAEAoFAMCyrV6/GYrFgMBg47bTTuOiii7j99tsH3NbtdnPTTTcxffp0kpOTsVgs7N69O2ZB+eKLL1Cr1Zx00kkDtv/yyy9Zt24dFosl9pk2bRoAFRUVse3mzJkT+79arSYtLS3uLdxutwPQ2to66v0CZGdnx/aRKLIsJxQmu3v3bhYtWhS3bNGiRezbt49IJDJgnyRJIisrK9anlStX8sUXXzB16lR+/OMf8/bbbyfUx8LCQjIyMuKW7du3j+985zsUFxdjs9lilpi+1q+B6Nu/7OxsgCGv2QUXXIDP56O4uJirrrqKV199dUydrg9xDxmBQCAQjBVLlizhscceQ6fTkZOTM6ST5E033cTatWu57777KC0txWg0cv7558emhIZLAud2uznrrLP44x//2G9dz+AHSq2WvkiSFLesRyD0TE8czH6Hm+I4kClTpuB0Omlqaorb92gZqk9z586lqqqKNWvW8M4773DhhRdyyimn8NJLLw25T7PZ3G/ZWWedRWFhIU8++SQ5OTlEo1FmzZo1rBPtUNd9IPLz8ykrK+Odd95h7dq1XHPNNdx7771s2LCh37mOBmFBEQgEgm8IZrOZ0tJSCgoKho3g2LRpEytXruScc85h9uzZZGVlUV1dHVs/e/ZsotEoGzZsGLD93Llz2blzJ0VFRZSWlsZ9BhpUE2Ws9qvVauOsGwNx/vnno9PpuOeeewZc39XVBcD06dPZtGlT3LpNmzYxZcqUEWVPtdlsXHTRRTz55JP861//4uWXX6azszPh/gJ0dHRQVlbGr3/9a04++WSmT5+Ow+FIuA+DodPpBjy+0WjkrLPO4pFHHmH9+vVs3ryZ7du3H/TxQAgUgUAgEAzA5MmTY46XX375JZdccknc23RRURFXXHEF3//+93nttdeoqqpi/fr1vPDCCwBce+21dHZ28p3vfIdPP/2UiooK3nrrLb73ve8lNNAOxljtt6ioiHfffZfm5uZBB/D8/HwefPBBHn74Ya688ko2bNhATU0NmzZt4v/9v//HnXfeCcDPfvYz3n33Xe6880727t3LM888w5/+9CduuummhPvzwAMP8Pzzz7Nnzx727t3Liy++SFZWVswRN5H+AqSkpJCWlsYTTzxBeXk57733Hj/96U8T7sdgFBUVUVVVxRdffEF7ezuBQIBVq1bx17/+lR07dlBZWck//vEPjEYjhYWFB308EAJFIBAIBAPwwAMPkJKSwnHHHcdZZ53F8uXLmTt3btw2jz32GOeffz7XXHMN06ZN46qrrsLj8QCQk5PDpk2biEQiLFu2jNmzZ3PDDTeQnJyMSjX6oWes9nv//fezdu1a8vPzOeqoowbd7pprruHtt9+moaGBc845h2nTpvGDH/wAm80WEyBz587lhRde4J///CezZs3iN7/5DXfccQcrV65MuD9Wq5V77rmH+fPns2DBAqqrq/nvf/8bO6dE+6tSqfjnP//J1q1bmTVrFjfeeOOY5Lo577zzWLFiBUuWLCEjI4Pnn3+e5ORknnzySRYtWsScOXN45513eOONN0hLSzvo4wFI+72DDytcLhdJSUk4nU5sNttEd0cgEAgOGfx+P1VVVUyaNAmDwTDR3RF8wznwfhzJ+C0sKAKBQCAQCA45hEARCAQCgUBwyCEEikAgEAgEgkMOIVAEAoFAIBAccgiBIhAIBAKB4JBDCBSBQCAQCASHHEKgCAQCgWDC8Pl8OJ3OUX98Pt9En8KQvPbaayOqAXTDDTcMeU5PPPHEWHTrsEDU4hEIBALBhODz+Vi7du2wNWKGQqfTceqppw5bG2iieO211ygtLSUzMzNueTQaHTCx3EMPPTTk/p544gmuvvrqseziIYsQKAKBQCCYEILBIMFgkKlTp46qPo/H46GsrIxgMDigQFm/fj133303RqORyspKnn32WWbNmsU///lPHnzwQSRJ4re//S3Lly+Pa/e73/2O1atXo9frefTRR0lJSWHlypUEg0HmzJnDn/70J1atWsUbb7xBMBikubmZf//73+j1es4991wkScJms/HQQw/x5ptvsnPnTpYsWcKMGTN488038Xg8/OhHP+Kdd95h69at+Hw+nnjiCY488kgWL17M6tWreemll/rt/7XXXqOsrIzFixfzm9/8hqVLl4762h8OCIEiEAgEggnFbDaPW1bwUCjEm2++yZo1a3jqqae49957+cMf/sDHH39MMBhk6dKlcQLlyy+/5JNPPuHDDz+MVRv+8Y9/zE033cSKFSu48sor2bhxIwBJSUk89dRTPPbYY7z44ovMnDmTo48+mnvuuSdmIVmxYgU33XQTs2bNYtWqVWi1Wt544w0AFi9ejMlk4vPPP+fee+/l2Wefjev7gfv/8Y9/zF//+lfWr18/LtfqUEP4oAgEAoHga8uRRx4JKIX/HA4HbW1tFBQUYDAYsNlsaLVawuFwbPs9e/ZwwgknIEkSoNS2KS8vZ8GCBQAsWLCAffv2AcRq4vTs+6STTsJsNnPppZfywAMPDNifnv0A3HvvvZxwwgn8+Mc/prGxsd+2B+7/m4YQKAKBQCCYUDweDy6Xa8SfnsKEQ9EjNABkWSYjI4Oamhr8fj8ul4tgMIhG0zuZMH36dD744AN6ytRFo1FKS0v55JNPAPj000+ZPHnygPsOhULcdtttPPvss7z99tvU1tai1Wrjqiz3+J10dHSwdu1a3n//fR566CEGKot34P4PXPZ1R0zxCAQCgWBC0Ol06HQ6ysrKDnofiaJWq/nFL37BiSeeiEql4q677opbP2fOHObPn8/ChQsxGo088sgj3HLLLVxxxRX8/ve/Z9asWZx44olUVlb22/enn37KrbfeikqlIi8vj7y8PE477TRuuOEGTjnlFHJzc2PbpqSkkJqayuLFizn22GMT7v/UqVM577zz+OlPf8qiRYsSbnc4IqoZCwQCwdeIw62asc/nO+gonkM1gkfwFVYz/sMf/sCCBQuwWq1kZmZy9tln91O+ixcvRpKkuM8Pf/jDuG1qa2s544wzMJlMZGZm8vOf/zxuDlAgEAgE3wyMRiNJSUmj/ghx8vVlRFM8GzZs4Nprr2XBggWEw2F+9atfsWzZMnbt2hUXInbVVVdxxx13xL6bTKbY/yORCGeccQZZWVl8+OGHNDU1cfnll6PVavn9738/BqckEAgEAoHgcGdEAuXNN9+M+75q1SoyMzPZunUrJ554Ymy5yWQiKytrwH28/fbb7Nq1i3feeQe73c6RRx7JnXfeyS233MLtt98+orlEgUAgEAgEX08OKorH6XQCkJqaGrf82WefJT09nVmzZvHLX/4Sr9cbW7d582Zmz56N3W6PLVu+fDkul4udO3cOeJxAINDPe1sgEAgEAsHXl1FH8USjUW644QYWLVrErFmzYssvueQSCgsLycnJYdu2bdxyyy2UlZXxyiuvANDc3BwnToDY9+bm5gGP9Yc//IHf/va3o+2qQCAQCASCw4xRC5Rrr72WHTt28MEHH8Qt71sjYPbs2WRnZ3PyySdTUVFBSUnJqI71y1/+kp/+9Kex7y6Xi/z8/NF1XCAQCASHDOMdxVNdXc2kSZN47733WLJkCcFgELvdzp133smqVavYsmULq1at4ne/+x25ubkEg0Eef/xxZs+ePeo+CcaGUQmU6667jtWrV7Nx40by8vKG3PaYY44BoLy8nJKSErKysmIJb3poaWkBGNRvRa/Xo9frR9NVgUAgEByi+Hw+Xv/v6zg8o8+SmmJO4dunf3tIkTJ//nxeeeUVlixZwjvvvBNLtNaXn/zkJ1x33XV8+OGHPPzww/zf//3fqPskGBtGJFBkWeb666/n1VdfZf369UyaNGnYNl988QUA2dnZACxcuJDf/e53tLa2xqo7rl27FpvNxowZM0bYfYFAIBAcrgSDQRweB8YsIwbTyHO2+L1+HM2OQYsF9lBYWEhtbS2yLPPqq69y7rnnDrqty+US+bUOEUYkUK699lqee+45Xn/9daxWa8xnpCcWvaKigueee47TTz+dtLQ0tm3bxo033siJJ57InDlzAFi2bBkzZszgsssu45577qG5uZlf//rXXHvttcJKIhAIBN9ADCYDZuvIqxkD+PAltN3ChQvZuHEjbW1tLFq0CLfbHbf+4Ycf5oUXXmDv3r2sXr16VH0RjC0jiuJ57LHHcDqdLF68mOzs7NjnX//6F6DMBb7zzjssW7aMadOm8bOf/YzzzjsvVrkRlDTDq1evRq1Ws3DhQr773e9y+eWXx+VNEQgEAoFgLDnvvPO48cYbWbx48YDrf/KTn7Bx40a+/PLLOF9KwcQx4imeocjPz2fDhg3D7qewsJD//ve/Izm0QCAQCASjZvLkyRx//PGcf/75vPPOO4NuZ7Va6ezs/Ap7JhgMUSxQIBAIBBOK3+v/Sto98sgjg657+OGHeemll/B4PCKtxSGCKBYoEAgEXyMOp2KBX1UUj2DiOJhigcKCIhAIBIIJwWg08u3Tvy2qGQsGRAgUgUAgEEwYRqNRCAzBgBxULR6BQCAQCASC8UAIFIFAIBAIBIccQqAIBAKBQCA45BA+KAKBQCCYMMa7WOCBrFy5kptuuolZs2YltP369evJyclhypQpo+2iYJQIgSIQCASCCcHn87Hu9deJOEYfZqxOSWHJt8cvzHj9+vXMnz8/IYESjUZRqcTExFghBIpAIBAIJoRgMEjE4WCu0YhlFDlb3H4/nzmGLhYoyzLXXXcd27ZtQ6PRYDKZAEV4rF69mvvuu48dO3Zw33338eSTT3LuuefS3d0NwJo1a1i1ahUvv/wyL7zwAs888ww//vGP2bFjB2q1mlWrVpGXl8eMGTM45phjSEpK4qGHHhr19RDEIwSKQCAQCCYUi8FAknl0xQLxDV0s8I033kClUvH+++8DcPnllw+6bW1tLSaTiTfeeANZlpEkiZUrVzJ//nzOPPNMVq9eTUpKCuvWrePjjz/m7rvv5k9/+hP19fVs2rSJlJSU0Z2DYECEQBEIBALB15bdu3dz0kknxb73TMFIkhRb1pNQvaSkhOOOO47vfve7FBYW9itiu2vXLl599VU2btyILMvk5+cDUFpaKsTJOCAEikAgEAi+tkyfPp133nmH888/H1D8RABSUlKor68H4MsvvwQgEAhw/fXXo1KpuPrqq9m0aRNarZZIJALAtGnTuPDCC/mf//kfAEKhEIDwOxknhEARCAQCwYTi9o+uWGAi7c466yzefPNNjj/+eLRabcwHZfbs2Xi9Xk499dRYRE9NTQ1XXnklarUas9nM3Llz0Wq13HLLLbz33ns89NBDvPfeeyxZsgRJkrj00ku58sorR9V3wfCIYoECgUDwNeJwKxZ4qEfxCA4OUSxQIBAIBIcdRqORJd8WxQIFAyMEikAgEAgmDFEsUDAYwrNHIBAIBALBIYcQKAKBQCAQCA45hEARCAQCgUBwyCF8UAQCgUAwYYx3scC+Ke3Hg/nz57Nly5Zx2fc3HSFQBAKBQDAh+Hw+1qx5HZ9v9GHGRmMKp5126IcZi0KCI0cIFIFAIBBMCMFgEJ/PQX6+EZNp5DlbvF4/dXVDFwsE2LZtG2eddRbNzc089dRT7Ny5kwcffBBJkvjtb3/L8uXLWbx4MatXr8ZisXD++edz3333sX79et544w2CwSDNzc38+9//Jjs7m7vvvpvXX3+d2bNnxzLT/v3vf+evf/0rLpeLG2+8kcsuu4zbb7+d6upqWltbOfXUU/H5fPzqV7/C5XJx7rnn8s4774z62n0TEAJFIBAIBBOKyWTAah1lsUCGLhYI4PV6eeutt9izZw8333wztbW1fPzxxwSDQZYuXcry5csHbZuUlMRTTz3FY489xosvvshFF13EmjVr+PDDD9mzZw+nn346AOeddx6XXXYZPp+PRYsWcdlllwGQn5/PqlWrCAaDnHLKKfzqV7/i5ZdfjqXeFwyOsDcJBAKB4GvNUUcdhSRJTJ8+nT179lBQUIDBYMBms6HVagmHwwMWD+xpC4rQcDgcVFVVMWfOnNj+LBYLAG+99RaLFy9mxYoVlJeXx9ovWLAAUHxljjjiCD777DNefPFFLrzwwq/i1A9rhAVFIBAIBF9rvvjiC2RZZu/evUybNo2amhr8fj/BYJBgMIhGo4kVDywtLWXnzp2xtgcKl6KiIrZv3x7bn9vtBuCuu+5i48aNSJJEcXFxrE1fv5MrrriCP/7xjxiNRlJTU7+CMz+8EQJFIBAIBBOK1zu6YoGJtktKSuKss86ipaWFv/71r+zYsYMTTzwRlUrFXXfdBcA111zDBRdcwJw5c7Db7YPuKysri2XLlrFw4ULmzZtHSkoKAOeeey4nnHACc+fOjS07kPnz57Njxw7uuOOOEZ7pNxNRLFAgEAi+RhxuxQK/KVE8PSxevJi33noLvV4/0V35ShDFAgUCgUBw2GE0GjnttG9GscCuri4uuOACzj777G+MODlYhEARCAQCwYTxTSkWmJyczNq1aye6G4cVIopHIBAIBALBIYcQKAKBQCAQCA45hEARCAQCgUBwyCF8UAQCgUAwYYx3sUDB4YsQKAKBQCCYEJQw4zX4fMOnqx8MJRLotK9EpIx15eI//elPWCwWVq5cOWb7/DohBIpAIBAIJgSlWKCP/Px8TCbTiNt7vV7q6uqGLRY4GKLC8KGN+GUEAoFAMKGYTCasVuuIP4mImvXr17Ns2TLOOussFixYwPbt25k7dy4/+clPuOyyy2hvb+fss89m6dKlXHrppUQikQHb9GXt2rWcdNJJLFiwgLvvvhtQrEHf+c53OOmkkzj55JMB2LJlC0uWLOGEE07gvvvuA6Curo4TTjiB0047TVQzHgYhUAQCgUDwtcbr9fLvf/+bv/3tb9x66604HA6uv/56nn32We6++25+/OMf89577zFnzhxeffXVAdv0ZdGiRWzYsIGPP/6Yl19+GZ/Px5NPPsn8+fPZsGFDLN/JL37xC1555RXef/99NmzYQEtLC3/84x/5n//5H9asWXPIZ/qdaMQUj0AgEAi+1vStZtzU1ERKSgqlpaUA7Nq1i48//pg77rgDn8/HZZddRnp6er82fdm6dSu//e1vCYVCVFdX09rayu7du7nyyiuB3gKB27Zt45xzzgHA4XBQV1dHeXk58+bNA3orHQsGRggUgUAgEEwoXq93XNv1rWacnZ1NY2NjbN20adM455xzOOGEEwAIhUJs2rSpX5u+3HPPPfzlL3+huLiYuXPnIssy06dPZ+PGjcyfPz/m23LEEUfw0ksvkZSURCQSQaVSUVpayueff84pp5zCli1bWL58+ajO/ZuAECgCgUAgmBB6QoTr6upGvQ+j0YhOpxtymwOrGX//+9+Prbv11lu56qqruO222wBFfAzUpi/nnXce55xzDrNnz8ZqtQJw1VVXsXLlSk466SQ0Gg3vvvsud999N+eeey7RaBS9Xs+rr77KzTffzCWXXMJ9990nit0Og6hmLBAIBF8jDqdqxjD+eVDWr1/P6tWrY06qiTCaNoKBEdWMBQKBQHBY8k0pFigYOUKgCAQCgeBry+LFi1m8ePG4txGMPUKgCAQCwdcQl8uFLMtIkjTRXRF8Q5Flme7uboBR3YdCoAgEAsHXCL1ej81mo6Ojg46OjonujkCAzWYb1pF5IIRAEQgEgq8RkiSRm5uL3W4nHA5PdHcE33A0Gg0azeikhhAoAoFA8DXkYAYGgeBQQKS6FwgEAoFAcMghBIpAIBAIBIJDDiFQBAKBQCAQHHIIgSIQCAQCgeCQQwgUgUAgEAgEhxxCoAgEAoFAIDjkEAJFIBAIBALBIceIBMof/vAHFixYgNVqJTMzk7PPPpuysrK4bfx+P9deey1paWlYLBbOO+88Wlpa4rapra3ljDPOwGQykZmZyc9//nORUEggEAgEAkGMEQmUDRs2cO211/LRRx+xdu1aQqEQy5Ytw+PxxLa58cYbeeONN3jxxRfZsGEDjY2NnHvuubH1kUiEM844g2AwyIcffsgzzzzDqlWr+M1vfjN2ZyUQCAQCgeCwRpJlWR5t47a2NjIzM9mwYQMnnngiTqeTjIwMnnvuOc4//3wA9uzZw/Tp09m8eTPHHnssa9as4cwzz6SxsRG73Q7AX/7yF2655Rba2toSytfvcrlISkrC6XRis9lG232BQCAQCARfISMZvw/KB8XpdAKQmpoKwNatWwmFQpxyyimxbaZNm0ZBQQGbN28GYPPmzcyePTsmTgCWL1+Oy+Vi586dAx4nEAjgcrniPgKBQCAQCL6+jFqgRKNRbrjhBhYtWsSsWbMAaG5uRqfTkZycHLet3W6nubk5tk1fcdKzvmfdQPzhD38gKSkp9snPzx9ttwUCgUAgEBwGjFqgXHvttezYsYN//vOfY9mfAfnlL3+J0+mMferq6sb9mAKBQCAQCCaOUZW6vO6661i9ejUbN24kLy8vtjwrK4tgMEhXV1ecFaWlpYWsrKzYNp988knc/nqifHq2ORC9Xo9erx9NVwUCgUAgEByGjMiCIssy1113Ha+++irvvfcekyZNils/b948tFot7777bmxZWVkZtbW1LFy4EICFCxeyfft2WltbY9usXbsWm83GjBkzDuZcBAKBQCAQfE0YkQXl2muv5bnnnuP111/HarXGfEaSkpIwGo0kJSVx5ZVX8tOf/pTU1FRsNhvXX389Cxcu5NhjjwVg2bJlzJgxg8suu4x77rmH5uZmfv3rX3PttdcKK4lAIBAIBAJghGHGkiQNuPzpp59m5cqVgJKo7Wc/+xnPP/88gUCA5cuX8+c//zlu+qampoYf/ehHrF+/HrPZzBVXXMHdd9+NRpOYXhJhxgKBQCAQHH6MZPw+qDwoE4UQKAKBQCAQHH58ZXlQBAKBQCAQCMYDIVAEAoFAIBAccgiBIhAIBAKB4JBDCBSBQCAQCASHHEKgCAQCgUAgOOQQAkUgEAgEAsEhhxAoAoFAIBAIDjmEQBEIBAKBQHDIIQSKQCAQCASCQ47DWqCMJgluVI5S76qnw9sxqmMGwgFqumrwBD2jat8d6Kamq4ZQJDSq9m2eNhpcDQd17p2+zlEd+2DP3RVwUeusHfW5t3paaexuHNW5R6IR6px1oz53f9hPTVcN3pB3VO1dAddB/e4t7paDPneHzzGqYx/suTv9TmqdtYSj4VG1b3G30NTdNOpzr3XWHrbn3uxuHvW5CwSHO4e1QFn+j+UjGnCauptY8MQC8h/MJ/3edK5fcz1ROZpw+401G8l7MI+ih4vIuDeDv335txH199GPHyXtnjSKHi5i0sOT+Lzp84TbBiNBvvvKd8m8L5O8B/NY/MziET10G1wNHPX4Ucq535PODW/eMKJzX1+9ntwHcil6uIjMezN5bvtzCbcFeHDzg6Tfk07hQ4WUPFLCtpZtCbcNhAN856XvYL/PTu4DuSz921K6/F0Jt69z1nHk40dS8FAB6fekc9PbN43o3N+tfJfc+3Njv/u/dvwr4bYA9314X+x3n/zoZHa07ki4rT/s58IXLyTr/ixyH8jl1L+fiivgSrh9TVcNc/4yRzn3e9P5xTu/GNFg93bF2+TcnxP73V/a9VLCbQH++MEfSbsnjcKHCpn86GR2te1KuK0/7Oe8F84j6/4sch7IYcWzK+gOdCfcvspRxazHZlH4UCHp96Zz67u3jujc1+xbQ/b92RQ9XIT9Pjuv7H4l4bayLPO7jb+LnfvUP02lrL0s4fbekJdz/nkO2fdnk/NADmc8dwbuoDvh9gLB14HDuhYPv4Bbl9zKz4/5eULtfr3x1/z58z/HDU5vXvgmx+Ycm1D7Rf9YxK72XcjdmWDoQmeQabq2CbVKPWxbZ8BJ4WOFypeABZXBy4l5J/Laea8ldOz/VPyHS9+4FEJ6COuRjN38ZtFvuHHBjQm1/8X6X/DEl08QdaaDpQ1UMu9c9A7zs+cn1P6Yvx3D3s69yCEdaAMY1AYar2tEJQ2vcR1+B5P+Mkn54spCldTK0oKlvHROYoPd6/te54r/XAEyENaDNsCdJ9zJ9fOuT6j9z9f9nL9u+yvRoBa0AQDWf2c9R9qPTKj9vFXzqGivB3cGJNdj1pqpv6Z+0OKZfWnztjH5icnKl5ABlS7IsqJl/PPb/0zo2K+UvcL313wfwlqIaEHv5fcn/p5r5l6TUPsb372Rv+34G5GgJnbu71/6PrMzZifU/sinj6TGWRP73a06K3XX1CXUtsndxPT/mw4RDfiSUFkdnFF8Bn8/6+8JtX9hzwtc/ebVENJB2ABGF/csvoerj7x6yHaRSAS1Ws31a6/nuV3PxZ375ss2Mz1tekLHn/XXWTR0NyAHjUg6H8n6ZKp+VNXvOANR56pj9lOzlb67M1GlNvLt0m/z9BlPJ3Ts53Y9xzVvX6P87lIU1BEeWPoA35/z/YTa90Wn02E0GkfcTiAYD0ZSiyex8sGHMA3lFaxuS+xtvqWztt+b85cfbaJdV5lQ+6gnhISErApD62y0piBPP/VfQEKlkklLc6NWD6z3gtEQWklLWA4jRzVEW6fgiuhYvTqxvn/W1gjtU0AdACTkQBL1e/exuiWx9m2d9cq5ezNh3+lw5N/5bPP7NOv2JtQeb1g5d2cBqvRyDOj4z+rnExqkA9EgWklDqCsLpAjRtlI6vUk89dQbZGR0M9wuyrz73zwloHMyZOyktmwvq5sSPPeOemQ5Cl1FkFGGhMTWDzdQr+3/Ni/L0NlpJhTqHXhCTflI0RByyIAKCX1Uy3/+83xCx/ZF/WjQECGC7MkkGvLgbXcm/LuXeXeDKweCZpBVkFFG7Z4yVjcm1r69o1H53aMacGYiJdWz5YP11Gi3J9Re8svK7+7KR5VWgT6a2D3r8eho6QJVx1Si3ZmQ9RmyLONu60z43Pd5dioDdNtU8GZA6XtU797N6vrB2weDIfburWbKlNl0ujqVc3cWQvpeJCQ+2fgJFdqKhI6v8higdSbYapGQ0EV1rF69ev9xgtRs387soiJ0Wm1cu44uEx3+IFLticgRLdhqkGUZf307G59L7NwbA9vAbwVXHmTuBqB5yy427hiZ5RJAnZLCkm9/W4gUwWHHYW1BufjPK7hh/mWoE3iLBwhHwzy653nebfoYo0bP/5tyAadkJ2Y9AWjzd3L3jqfY1VVBumcBNy9czuzMXAAiEYnmZhORSO9oq9VGsdu9qPZ3b5tjL/fv/But/k6OSp3GNQU/JNSdjtUaJD3dP+Axm5tN+P1qkpKCbOx+k2cq/k0oGmJ52mkst1zMpCI3Gs3wP2EoGubRPc/x5t7dBHcfx6VHT+Hy46ej1yc21dHq7+SuT/5FWUczhVkqbp71fUqt+Qm1BdjSso97N63HZfuc+WkzuHnW9zBKFhobzciycs1ycwc/l1dr3+VvFW8QikQ4gZX8/OSjErLeAAQjIe799A0+aPkCW7KPa6ZexElZ83G5tDid+n7bZ2T4MBgise/Nvg7u+ODfVAZ3Uphq45ZZ36fYmpfwuX/WsZsHd/+ddn8Xs+RT+dn8M8lK0Q7bLhyWqK628XHgv7zU+iKB1iLOn1vE90q/nZAwBAhEgjy8+x9saNmKvnM2N5y4gBPt8xLue5O3jbt3PMXuuiCF6SZunXcxRZbcAbdtbTXi96uRZQmrNUhqaoD1FdX8Zc/LOPUVHJM+i5tmrsSiNSV07FBIxeMf7uCd6ON4957ApafouLz4rCHPvaOjk//+91OWL78AW5qNez75Pz5s+YSU1BDXTbuORZmLEjp2a6uWmq42/tb1P5S7yimyFPGLWb+g0FK4f30rH774IlcsWIDNkk5DR+85GfVhXF4dlfqt3O15iqbWFJbl2/ijfSUWlSGx43fpeLJtMy+o/4Ysy1yVsozrUs5I+Hfvwe3385nPx4mXXKJYnQWCCWYkFpTDWqCsW/dXsrMzJqwfZWVWpk4dfE48GFTR3GxAlokNwkZjhMxMf5zVwOnU0tGhx2oNkZERIBqFmhozsgxZWX5MpsggR4CqKjMWS5iMjECCfXby1FN1XH11HpKUR2amD4tl8P0feKxJk0bnILtvn4XJkwefQ5dlqK83EQ5LSBJkZg5+3sGgiro6EyUlic3JB4MqPv00lby8eEdHmy1MSkowoX0czLkPtK/MTD9m8+DXvaVFj9eroajIE7tXIhGoqzNTVDS6fni9arq6dOTk+EbV/sBrEIkov1nPvX3gb+b3q2huNo6qv8Ggiqoqc+zva9OmdBYtah+2XUtLGy+//D7nnHMF2dnZVFZqKS5O3DE5HIaqKh2ZmWGSkgYX79u2dbDun//mkvnzKbQnkZfuJxKV2NdoxmYKk5vW+8JR0WSiJDtxJ9vaNiMaVZSctMT+pofC6fGw0eEQAkVwyPCNmuKZSCZN8gw5cOl0UQoK4h9MXq+amhozktSrC222MMXFbpqbDWzcmIHZHOaooxwxy8twfXA4dJSXWygpcQ87XQJgtbbR0DCdE090U1NjIhwOkZw8uuiSRGhpMZCZOfTDVpIgP7/3WrW0GGhpUd42k5ODpKT09k+ni5KZ6ae+3kheXu9gK8vQ3GwgGFTt/65cDJ9PxZQpLjIyEhMjBxIKSQlZqRJl0iQP5eUW8vO9/SxY4bBEVZWZjIwAdnv8faVWQzQ6sjfovphMEZqbh/eXGgxJAo9HTVub8ruoVDL5+d4B71NZVkT2UAJ+MA4UJ333ORIDgtstYTIl/ru1tqpxu1WUlgb7Hcfnk2hp6X1cWixhUm0tFNtd5GToqWo2EgyrmJYX/zfoD6rQaxN3yN7bYCbNGiTNNn5/jwLB4YIQKAeBThfFag3R3q4jPT2xwc9kivR7o6yuNrFjRxJ6fYSCAi9ut5qdO5Ow2/3DDuwAKSlBkpKCVFRYSE8PDCs2TCYXLpeeSCRMYaGXhgYj4bA05Dm43RoslpGHSoZCEh6PGrt94Cmswei7vcOho7raDIDRGMZuDyDL0N6up61NT2qq0u8ey4vBED8gVFZaRi1OQLESjNZqMRilpW7KyqwUF7vRapVBtLVVj9utpbR0cKGZmemjpcUw4uvZQ1aWj8ZG44isKG1tetxuDQ0NRozGcELXoqrKQnHxyKNOAgHVgMImLS1Aa+vIzru1VZOQ9SQSUawmaWnh2PaK2NUQCCg/hMEgU1TUu6+mJuUe6+g20OWzUGT3YdL3t4g5PRqSzcP3QZZhR42VkmzvgPsRCL6JHNYCZSShouNFenqQykozNlsInW5kb9n19UaCQTUpKUGKitri1rW362hpMVBWZsVkipCWFiQry9dv8O1BpVIGvZYWPTU1JgoLhzYpZ2W5qa1NY9IkD7m5Plpa9DQ3G8jKGngAaGvTj2qKo7raTGnp6MMjg0GJ7m5NzOLU2amjvNyK2RwmPV0Rb1ZrmKSkgQeBri4tSUmjFyc9jHDqPyGmTOmmrMxGSYmLqiorGRn+YQd1iyVCa+vonR0TsaJEo9DQoPhTyTKkpwfIyAhgMoUTEqnNzQZSUwMx4ZUogYCK2loTU6b0t7oYDFF8vsStP8GghE43/HYdHWqcTjUlJUF8Ponq6l7foKysMAbDwOcQCKho78pGlmFGweC/mduvITN56PsvGJLYVWdldqGLQYKCRkUgGmJ3oI6OyOhysAgEE81hLVCu2nwHz5x+FxnGlAntR3GxZ1h/lB4iEcX0DRI5Od5BBUd6ejBm0XC5NLS1GaistGA29z5sJAmys31xA4HdHiAYVLFvn4WcHN+gfg56fZRAQBXXrrNT12/a5GBobdWTkRFIaHCXZWVap2+fALRamby8A6cRlOscDEo0NprYti2ZzEw/JSX9nWw7O/WjepPvba9L2E9lpEgSpKX5Wbcui1NOaU5oSg/Aag3hdGoHFWXDkZ3to6HBSG5u7+/s96toajIiSSBJMrm5vn7X0m4PDOuL092tIRKRRjxl6PcrfkVD+SmNhOZmA8ccM3gfolGoqNARDEqYzVFqarQYjfFWkoGQZaiu1tLZqSM9uYl0WylgHbLNUPe/y6uhvt3AkcWJ57ZJhF2+WlaU305dSPHb+WR9HX/61p8SdiwXCA4FDmuBUtldx4sVb3HNrIsnuivk53uprTX18znpwe1W09pqQKVSfBBG8kZus4Wx2dy4XBra2w1YLCEyMxVn2sZGI+Fw70NHo4mSk+Nj8mQ39fVGurqIG4h6yMjw0NkpxU0XpKYG0Wg0VFfHO2K63eo4YZQI4bCE262huLj/YOZyaXA4el9vZVlCkmTs9v7TM0Oh08kUFXkoKvKwe7eVhgYjsizFnIsDARU228GJC6dTO2bOsX2JRpWpp7S0IEuXtrBvX2ICFyAjI0BlpWXUAsVojOD3q3E4dDidisVAr4/EOeSOhkgEmpqMA1pAhmKsxUk0Kg0q9txuiYoKPV1dKvLzQ5SWhtDrE7P0tLSo6e5WU1gYxGDwk3jKuYFp7dLh9muGtMCMlrtbXqYh1JvE8rEvHuPHi37MtPRpY34sgWC8OKwFCkCGMXWiuwAopnO9PoLDoY1z6Gxv1+FyaTGbIwMO1iOhr1CpqLBgsYT6WTtCIWl/ZIXy3ePRUFtrYu7czrgHsSQpffZ44m3KNlsYtVqmvNwSm5ppazOMeJCurjaTn++hrs5E9ADNYbWGh52CGilTp3bHDfJNTQb27bNSUOBFq5VHNZgf2O+xoqNDh8Ohi3NqnjTJM2ykU1+02uj+aYzEp1Fkmf3+RipCIYnmZj3Tp49MTAwlYCoqrEyePHJxUl+fmDjR6aIEgyp0uqF/GKczc7+PTfL+c9YQDivCtaNDQ1FRkCOOSNzPw+1W0dKiISMjjN0+MsE7WIxkbZsRtUqmOGts/w56yNamIKMcXEJCo9KQYphYS7NAMFIOa4Hy/6acz/nFp050N2LY7QHKyy1YrSGamkyEQhJpacGDFiYH0iNUurs1+6d9Qtjtij+GViv3s+L4/Sq2bk3FaIzgdEZwOjNxOAyYTDI6XRS3Wx0Xamw2K866e/bYmDp1eNOzLENrqwG/X3lt7ezUoVbLtLcbyMnxjum8+mCoVFBU5KGy0kxxsQeTKcL06S4yMpSpq6oqxcl2JCHZdXUmCgrG7reLRhXn0eTkYD+/HJ0uSm6uL9b/4cjL8ybkiBoMSjQ0KDk6JAlycnyxAb6y0jLiczCZwv3uF1CuVW6ud0QWGJ9PTUODMSEfJZMpjMkUpqnJMKS4lWUIBAw0NhoJhbT7p0FDeDwq2ts1HHWUL+H7scd51myOUlIydtN8X0Wkzh3ZlxKRo7zR9QnqqJH7zn4Eu8U+bscTCMaDw1qgXDzptBEnLhpPQiElh8fGjZkcf3z7sG96B4vVGsZqHVio9MVgiHLccR04HFo+/VSNzdaGVhshHJaor7cQiUgUFHhITg7FLA06XZTJk118/nly3D67uzV0dOjjwqQBMjMD2O0RIhGIRFQH5fcxWvT6KOnpgZjzcU8fUlODsUgft1sTiwjSapXpsMFuoWhUGjNx1dmpo7NTR3Gxe9DpB5MpQmZmYMipwh56+jxQ6K3LpaGzU0lAp9FEB526ycnxjtjnKDMzQHW1GYulV0R1durQ6yND5nU5EJ9PTWNjYuIElCiexsbenCt96WsZ2rVLg9m8g7w8H9nZIWQZqqq0WCxRJk9OXGQ0NCgRPCUl/UOOR4ssw/ZqJVLHbBjfSB29Sst9ed/nf1IuYqPDwaK8xBLUCQSHEoe1QDlU6O5WnFg1mijFxW7sdj+trfoxczYdjkSFSkpKiPx8Jxs3ZhOJqJgyxYNKpTw48/O9dHXpqKlR3rbDYYmWFiNerxqXS4fHo0avj2KxDB1mWlVlSTiB2nhgs4Vpb9fHwkMPxGLpjUQJBlX7HZYVx9C8vF5rT3f36MKqD0SW2e8v0t9qMlj/FOE4vHDIy/NQX28iP99Lc7MBv1/pvM0WSigU2GCIEgyOXIH1nbYIBFQj9tPxetU0NRlHdJ8oOWB6v/cVYZIkk5OjOIu3tQWwWpUimk6nitZWZUpHO3ziXgAcDhUdHRpyckIjyqEyGD3iZrwidQSCrzNCoBwELS16PB4tZnMozmJgsYTp7tbgcmmw2b66EL9EhIpKBampjYTD06muVrLV6nQRPvooPZYbQ5Jk9PooRx/dzhdfpJCRobzV94b1DhxS3d6uIy1t7N44R4+E1Roe9vrrdNHYQB6NKvlOekoVBIOqUSUZ64vDoaO9XbGajGRQSk4OEY1KQ4Z9h8MSTU1GamvNRCISdrt/0G2HYjRWlL5UV48sGZvXq6a5eWTiBJTfp6nJQCSimJ+s1v4irKnJQEaGIk7q640UFKgStpoEgxK1tVqSkyOUlo5t1JbLq6FuHCJ1BIKvO0KgjBBZVubbw2Fpf7bPgf0ZsrP97N1rxWodvhjeWNMjVNxuTSw02W73092tobHRitOZic+nRauVqK01kZnpIyvL1++B7/WqycvzkZXlp7DQS02NCas1RFubgVBIGSgkSUatlrHbfTidugm1noBi+egRZpWVZvT6aEL1hlQqYtMq0Sh88klaTMClpwewWhMXmj1WE5stNOrIlNTUIG1telpb9bFkfW63mvb2+CyuKSlBAgE1RuPopgwMhiiBwMhe6S2WMG63htZWA5MmJX5+Ho+alhZjwtN/XV1aurqUaC9JksnMDJCZGcDnU5OW1l9EKHlSJDo6csjM9GO3D/+bKRlvtfvzCI19OHlHt2K6mTkOkToCwdcdIVASJBhUog1AGRgSSUJVWtpNeXnikRljhRKhYSQSkVCro3R26igrs5KRESAnp4OkpFby8lzY7XomT3bz8cep6HTBuMEQlLwkfU33PVln9fpIXOhyOCzx0Ufp5OYqIkaWJXS6KNnZg/t3jBdtbYbYANiTn2bKlJGJxMZGI3PnOmI+RO3tOjo6lKkgqzU04ODYQ1eXlvZ2PUVFnoNOj5+REWDnThuNjUaSk0OYTP2n12y2MJWV+oQdfwciN3dkVpSMjABbtqRQUuJOOIpIESeGIcVJJKIkiOtJ55+UFG8lqakxYbEoU3gHnm97uw6/X00koiMtrTGhfrW2qnG51BQUBBNK6jZS6toMhMKqEdXhEQgEvQiBMgxKIT8dOl2USZMSq3XTg0qlOBU2NRnIzh5davKhUKJn9DHfgx7Uarlf9Mz06YqD6Mcf2/B4kuO2t9sDpKf7+fTTVJKTO4Z07h0o66zLpWX6dFfcwB0IKLkt+vormEyRgxpIh0OxnsS/NU+e3M3evYnnGAGlim7fa3Bg0ryeiCC9vleEKc6YSuj3wWTO7ZvFFRRR2NWlxWIJD5r8zGyOjLoUAYzcF8Xt1hAOq+LC6YfeXr1fOPb3U3E4tDidijpQqWRyc0ce9eXxqNm+PZmFC9txOof3hfF4JJqatKSnh8fFagKwr9FMqiVIVsr43e8CwdcdIVAGobnZgNerwWY7uDDhpKQQ3d0aPB71iKIcDsTt1tDe3j96ZqhppgOxWMLk5bnQaALU1CQBSpK29HQ/Xq+GadO6qaw0k5oaxGoNYxgk0qBv1tmcHB+dnbp+g7Je379QotutjllYQDHb22yhhAe64ehrPelBpYLCwqGLOvbF51MPet7QE+KtCAG/X3Gydbk0dHXpOOaY9oSTfh14zOZmw6BZXC2WMLW1JjQaeUARYrf7qay0YLGMXhglakXpSQ6YaE0ct1sTVybhwArIycnBg6pzVF9vpLtbw5w5XRgMUZzOofteXa3DYIiOmzDpqalTnKVE6nR5EvTOFQgE/TisBUowOrZ5BJQ01mZkWdrvlzE2Vo+8PF/CUw3hsOIc2fMG3YPZHKaw8OAyffag1/soLHRiNhuprLRgMoXx+9UUFXnw+dRotVE+/jiVE09sG3QfPVlnN27MGHK7vlgsESyWeNHS1aWNRQ6BklU2Pd3fL8/GcLjd/a0nPRgMUVJTgwkVyWtqGvhNf7D9yrIi2GbOdMYGXllWLE1DWaI6O5UEfqBkcR1OPBUUeKmsNKNSyZhM/a+NSiUTDo++6rJS+mB400V5uZKMraNDR3e3ZkjfnB5xkpQUioV2q9WDV0BOFI0misul+LPk5voIBlVDTrsBNDZq8PlUTJoUPKhjD0UoLLGz1sqswm406rGrfj1anBEPH3h3UR2OcuJEd0YgGAWHtUC5/INbefaMu8k7yAREfr+KxkbFv6Sw0DMuYYAlJW4qK3tDcGVZKcB3YAE0tVomK8t/0P4LiaAIBjdut5p9+6wxy0Fycmj/gKikYh+sFk04rIqd12inNZKTQ/2mLtra9HR06OOWZWX5h3R2bW0d2r8hKSmkFHgbQeXpoXC5FCfRggJPzN+hJ4GYLCtWhmBQhSQpTrZmcziWqwPYXyByZJaD4mIP5eUWCgq8/cRPj5XoYKx9eXle6uqUsOWBqKszkZPj3X9OQaqrzQMKlHBYYu9eKw6HjtxcH2q1PKbVoGUZdu9O4phjOvF41AMKth66upQEbVlZIXJyxi+irturprbdyBGTXHE5agbLJDvefOrZx4ry2+iMKH8T76/Zy/MXPo9aJWKcBYcPh7VAafF18Fr1e1w36zujau9waHE49Oh0kXFNLNYTfeHxaPjss+TY2156eiDOKXWisFgizJrVhcejJhJRsXlzGkVFXnJyfLS26gecHlHShuuYPNlNMKiKZZ0dCwvPgX4qsqxMuQWDva++KpVS9E6jkXG71ZhMww8+mZmB2JTAQANrS4uezMzhrWbV1WYMhsigokyS2P9mrxQzLCuz4vOpycz0k57emzRuNJSWuikrs/YrjKhc94O7+Hp9NBaddSA9ydgGs2wpFhXFIuT3qzAYIixa1H5Q/TkQWZbYtctGQYEnFm6sON72Fz+hkER5uQ6bbezDhg+kzanD5dX0i9TxB1UYE4ggGw8eaXuDrkjvdXmx7EVu77idGRkzJqQ/AsFoOKwFCkChJXvEbRobjfj9KpKTQ2MqTHpyUxxYw8VkisSmZ2pqTCMuivdVkJISwunUMXlyN1VVdvx+dcwRNhgMUl5uISvLFxugKit706zrdFGmTHGxZ4+NyZO7x9z6o6QrjxcOPYXpIhEplnm1ocFIdrZvSBN+Xp6PigoLen1/K4THoxnSn6e7W0Nzs5JqfbDpG6dTGyuEqNVGKSz0xFkPnE5tbLrDYIiMahpxypTumCDse645Od5+VYpHykBWlIGSsSkp9I2x72lpAYqKPLFCkGNda6ln2jM5OYTFEqG9XenDQNF0XV0ZtLQYmD9//HPyNHSayUkfOFKny6Ml2Tx+6eyHolSfTXR/LR4VEgaNEbtZpLoXHF4c1gLl5lkryWxJY+XtvyYalbnssjM59dSFA24bjUJNjZLXIjvbP+q8EaC80be36/F6+0/P9LzVD0ZhoZeyspFFlXzVZGf7sdmCGAwRKioUH5XSUjeNjUp1ZLM5jM0WipsKU6lg2jQXe/daKSz0jLsAU6sVseHxqPeHNPsJBuMLJYIiAjIzA3EDVUmJu5/FZzj/jZoa0/70//0F7UiyuCYl9ZYT8PnUVFWZkSTl3snNTcw3Q5Jg6lQXe/fGn4OS0+TgHCx0OsWK0jeFfk8ytrY2PR6P8sjQaKJMnepCp4vGnIbHQ5wEgxI1NWayspREdH39lerrTXGiqb1dR3V1MhaLg7w8H5KUPGb9GIhOlx2jNkxu2sAi0xtQT1gUz6+zLkQvaVnt+JRoRM8fz3+ENFPahPRFIBgth7VAWZp+DHff/RRPPHEbOt3A3vJK5kpDLJpjpA5yHo8SInlg9ExaWmDUIbNFRYlHlXyVGI1hOju1pKYGcbm0pKcHsVjceDxqKistGI1KqOtHH6Vx4on9zffKwNlNRYUFu90/Jqnih6Nv4i+drn+hRK9XTW2tKW6Z1Rpm8mRXXPhxXZ1pQGHhdmtobDRSWOiJ+cCEw4r1oCcSZbRZXI3GXufYcFjaX/lZ2Wde3tC5dpTEYv1DqFNSQnR26g5qGikvT6lCnZXl56OPUsnO9lNdbSY9vf89X1VlxmYL43RqcTq1YypOWloMeL3qAUVhUlKQmhpF3PWkzk9NDVBU1MXWreN73ykh5WYsxi5SrUM/AyYqq7JaUvOLrPP5kfU0NjoczMmcMzEdEQgOgsNaoOzcWYHBoONHP7oLo1HPbbf9iIwMpaR4R4cOp1OH0RhOyHFwsOiZvtMzY4VeH8VqDdHRoRs2+uCrxG4P8MEH6Sxa1E5TkxGfT8lQajYrPjoej5otW9KYNq2bpiYDBkNkwCmRkhI3NTVKNeexCiEeCI9HjdE49GCk/H7xg6bLpYkl3du0KS1miTnwN+4J7Z0ypRu3W0NTkzKlMRaRKAei0chxTrY9DrWyDJmZ/gFD1DUaxfm0vLzXSTklJUhlpWXUAqWlRY/Pp6GuzoTDoWXWLCepqYP/hpJETJwMV+AwUcJhiaoq8/4ClAMLv64uHVZriMpKCzpdJOZ83tIyJl0YlFAIKir0FBR4qdBOvP+YQPB15rAWKA6Hi9raJv75z3vZvPlL/vSn57nqqp8RDKpJSQkM6F8y1PTMVxU9A0oURGWledC6NhOJJEFOjo/KyviokFBIxbRpTiyWMC0tRrq6VLhcWkpK+lfo7ck6G4lIYxI1MxAjSZvel765TOz2AI2NRkymSGz6wOtV09pqIDfXSzQqUV1txmweukjiWCJJxOUjaWnR09qq5ElJSgrGiT69XqnI3NciZzBEYuJyOAIBFY2Nxpg4y8jwY7cHsNmClJdbhxQnoPjlqNX9LVejpbVVj9utobR08KSISgScAb9fxaJFbV9Z8T23W0nwNnVqgObmQ+tvViD4OnJYCxSLxcRRR01HpdKRlXUcO3a8SkZGIGaKH4/pmbGkJxX7oeKPEgwq0RfBoBQTTT2+CErWWgNTpih97bGoNDUZ+eijdKZPd/ULRx4o6+xY4fUOnVAtUZKTQ+zbp0xJpaQE2bIlFVnurcvTc+/0TBVlZ/sSKnMwlihWKuV+dTi0sUy2JlMYuz2AyRQhPT0QcxZWxKVlUPHW12dGr49QVBRvIYxGob3dQHp6MM4X5UC6upRpVZvt4K1kkYjieJ2eHhjS4ul2a9i0KYMZM7pwuXRfmTjp7FTjdidefFAgEBw8h7VAKSgo5Z//3EhNjZGaml1kZ2fR3GyIrTcax356ZqzJz/fGBpaJpqFBqUFTW2umqMhDfr4S0VFQ4N3/hh4/4JnNSqhtdraP3buTCIcljjmmI+569806O9qKuQPR3Dw668mBeL1qAgE1O3bY8Ps1LFrUNmgorVJR10g43HuCSlmBoSOHxpKUlN7Mux6POhYRpNFEsVhCfa6zTDSq+Kr4fEodnB6G85kpL7dSWtpNJCLFfv8DcTi0eDwaZs92UlVljjn+job2dmU6diirSTisWLICARU5OV5SU0N4PFoiEcZdpDQ3K4/JgoKJicgRCL6pHNYCpWN1J/OKJvOzn16HTh/lF7/4HgZDTWy98tY/gR1MEJfLxN69EZKSxt+q43D4CASCdHQ4+q3r6AhgMrno6AhgNCql4VtabASDfvx+D52dg4uo/Pxmuru1vPqqnZycbiZNis857vfr+PRTAwUFB19y3u9X093tpaVFedOW5SiSlLhC6Ooy4HYrocAdHQbS0upRq2UMBg1dXS48nsEjkDQa5dNDOCzx5ZeWuNBynS5CRob3oISx0ajHZrMNuY3ZHMFsVq5BKCTR0GCiq0tLU5OBzEw/mzenk5vrw2CIJDw9pZQvUPxrlOy0qn5WlB5xMhLB6XK58Pni7+9oFGprk0lO7iY52T/o32pTk4VwWEVeXiuVlXZSUjpoaQmjVkts22YhJ6fXAtnR4SAcHjsn2ZoaLTZblJSUkVvrJipJm0DwdeGwFii7vI0UeCwcm1FKqrYDnvw37UBIo6E9xUZrShJuk3HiXOlHQEdHNikpzahU4/tUczjUVO2qYQNu9LrebK2RiJpuTyrJtjYcTjvJtlYkScbnN9PmyKMguyzhY5R/ls1/vWmkJjVhs3TElgdDetZ1Z5CeWn9Q59DRlUNacqPS72iE5tY27BnpaNQD386yDC53OpGost5k6Mag9xAK66hpmEFBzm50+x0e13UUkJFae1C3TCisxe1N2X9wZUc6rR+zaYhCMQcgmdWcd8lpw4qUHnqS2CUnK87XbW2GuKrAieBw6NBqo3EWpPx8D7W1ppgD70DiZLhr5XK5ePm5Ncie3v16/VZ8PiupyU39pmB78Phs+PxWkqytaDUhtgGVdbOpz98e26bTmUVqUnPseygcoq2tm0jk4Kb/ZBn27dORmxvCbBZKQyCYCA5rgXLqVcsozi3G5VLhcCinkpkZxoQHfW0t+poaNJ2dse0lWSaUmkqgqIhAQQGy0TjYrr9yZBkqKgyUlo591eO+7NvXwUb3C1w+ezLpKSmx5ZXNNibZlZwa4YhEY6eFgoxuqlpsBEIS0/IKRnQcb0DDvsZZaNVRksxBctOUN/hgWEV50yKm53WOSgT4g2raXQby0pX9tTscvOL4kG/NOJasPucTCKlo6LDEjpGb5kan6TVz1LebcXp1pM/yY0/OiC2PRCX2NR7LtLz+FqaDodunpcNliFuWYgmQZO7v09DqdPLi7k/w+QIMpk960un3ZH41GnudeIuKPDQ1GWK5XZxObWyKJzk5OGBV5GBQRVeXtl/ou1YrE4koVpSuLh1er7qf5SQpKURXl3bQass+XwDZE+GC6UeTYUuivCmJZHOAjCQ/MLPf9v6gmtp2K2lWP2lWP6BkP21zGmjNNjE1LztW66aqRblve2h3OPjXF1+gPoh5n1AIysv1TJ4ciLOWHW40hTp5p/tL6oIyJwhzjuAw5DD+84MrP7mS/1z6H6bnTo4ta2pS4fVCYNIUChdH430DZBlDWxvJ5eWoP/oIyd9HDGg0RAoLiZSWEs3N5StzKuhDUpJEV5dEfv74JTlzOtUY9XqyUlLIyegdmP1BM4WZfSwqUTNJJgul2RpCYYnMJAOGIYrfDcS0PChvtCAD3kAmJn2E0mwfxXbYVl0yqqJqe+otHDfdDSgRNxrAoNORlZKCxZBDR7cydaPTRDlplq+PCFLOzRdQUdFsZnahlyaHgSm5GsASd4zMJDVNnYWU5oyvX1C7y0aXu/dPUEYiJ3VwgdpTMqGHnJzBCxJmZ/uprzfS2mrgiCO6Yss7O3UxvxWTKRwrtVBVZR7UWTs/38P27UmkpQUHzFKbkqLU5RlMoPSgU2fg9ueyeJYbtVoHWOPWyzLsazSjVUc55QgfoI3bxhcwM3WmH5c3l5w0pd+BkJmCjN77VgNoD0JVeDwSjY1apk0LHA6G10FZ372dM8p/i1dWBPB7r21nzWVr0KpFdWXB4cNhLVAcAQev7H2FW465JbYsO1t5YEciUFWliAyLRcZuVybS5cxMwpmZhI87Ln5noRCq2lo0u3ahWruWvk4FstVKpLSUSGkpclLSuJ2P1SrjdEq4XBI221f3xhMKS2jV/Qe6hg4DM/bXFymrNzM1b+RhtqU5XhxuLY2delLMQfbUWzDqIhwxycWOGiul2Z6E65X4gyoM2l7TvSwrqcY7urOoarExs0Bics7gfaxtMxIKS8wqVAbipkGMJGZDhBRLiLo2A/kZ42fRSrcFSbf1WlBkGZo69VS3WHG4Mqmrs1JdnUpqahCtVsZkGlmoc16ej7Y2PY2NBnJylPNITe2tBeR2K062dXVGcnO9g0bsdHdr8XoVh9jBGOoFXZahoyubQFjNgkkDOzY3dBhwejRMyfUMKFodbiVtvMUYodnRK0hSLCEcbi0ploN3YHU41LhcYxepM5EC58n2t/F2pUPLLJjyNu/WvEtZRxmzMmdNXKcEghFyWAsUgFkZA//BqdVQUqIMfN3dEhUVilix22UslgGeplot0ZISgiUl/VZJTifqigp0b72F5Orj5ClJRHNziZSUECkqAu3Bv53k5UXZvVuN1Rr5yh5w1a0mSrPjB75AUMKg6yMGkIYMOR2KFEuIZHOIPfUW0m1BzIYIe+ot2ExhqltN5Kb5sSVQ7K+nn/sazbFlqZZO0qzNTLK7SLfpB2znD6qoaDaRn957nJpWIwUZgzt5ptlC+DvUtDl1ZCR9NaGlkqSII+Vaq5AkiSOPdNDRYSAUkvD51NTUmGIlFRKZxTjqqC42bMgkJSXULy+KxRLB4wkza5YTszlCTY15fz9k8vK8qNWKxcXvVzN/fic1NeYR54JxuTRUVyeTbGvFnuzjQGuV06OhsdNAdop/0JTxAK1dugEFcrotyL5G80ELlJ5IncLCwzNSJxpV7ulIVKLTrcVUfya4XoS0ClSosOlt5NnyJrqbAsGIOKwFykMnPMQZxWcMu53VKmO1KqKkuVlFS4uEJEFhYTShh7yclER47lzCc+fGr4hGUTU2oi4vR/vhh8rkdU8bvZ5IcbFidcnMHNHIPnVqhLIyNdOmHXyej0Q4UHg4PRqSzGH8od6LU2z3UN1iZFLW6EKFJQmm57tpceioazMwLc+NL6imts3IF5U2ZhZ0kzZIPg2XV0Ntm4HWLh06TZSSrN6SBY1tQ1+jujYDgZBqwEqzw01Z5ab5qWgyYdBGsJrG57eQZahuMRKOKidkM4aYZHeRmtRMXp4LvV5PTk78Ne8pStk367FWq4iWgW6z4mI3lZVmJk/ujksK6HarCYVUsWzAPeIjGlXq3HR06AiFVMyZ04VGIxONDi5Sk5ODOBzauCRyNTUmDIYokyZ1sWtT/PWLRKCsQRGp0/OHDhf3+NWY9OP3t3AwkToThS+goqGjd7pPkiAUkZCA4iwfT0yeQt62b/GF6Q38oWz+cPGjJBuSJ6y/AsFoOKwFyuLcxSNuk5WlDErRKFRXK85/ZnPv8hGhUhHNyyOal0e/odXnQ11Zifbjj1EdED8ZTU9XrC4lJWAyHdgSlUrpT2Ojipyc8S26F45I/Uzq9R0GZha44ywVOq1MMHzwfjn2lCCp1hC76izkpfmZluemIEPN5j3J2ExhFkxWphGaOvW4/crtaTWG0ahh6RGdQ+06jkBIRXmTibw0P0nmeOuMLzC8OOmhJNvLzloLU3I8aMcoy3CXW0ObS7H2SMgUZvri9l3bNnR7jUbu56gaDKpiNYd6EusZjREyMgLk5Sl5bCorrUye7EKtVu7/hgbTgH4nKpXin6LVKkUYm5qUxG7RKOzcaWPWrP6h4ikpIaqrzaSkhPaXBeit+nxg+vnqFiOBkIrp+YPnPelLfbthVNOLwzGekTpj7ZPa7tLF+SsZdFFKsr24vBqaHXokCUqzvb3Ow80mbpp6FOFICRsdDiYlTxrbDgkEXwGHtUA5GFQqKC5WBim3m9gUUEaGPDb+H0YjkZkzicw8IEpBlpHa21GXl6N/9VUkX5+BRqMhUlBApLSU5Lw8nE4NbjdY4q3iY0pVS/z0TkWTiZIsxTk0wxagtUtHZrIyxZFmC9Hu0sX5TYwGrUZmZoGbujYDnd1aJmX5WDK7g/U70vj7e7nkpftYMNlJdmqPI6QKbyDxqIyGDgMev7qf1aSH2jbjiAa8GflutlXbmFPkGtUUVzSqTE9F9of9JptDQ/rKjAadLtqv5pDH01sosaHBSF6ely1bUjn66E7Ky61MnjywU2x7u2I5yc5Wplx6/gX47LOUWAVmiyXUr4xBba0JrXbgqs+d3Xo8fguFmb6ELSLBkDSsMFRJvUnpEiUcViJ1SkoCYzEz2w9fcPRWH1mGunYjwVDvzZZqDcWctnusbnsbzNhM4X73crdXjVqtTBc6D616pALBiPjGCpS+WCxgsShipaVFoq1NedIVFkbHPsxQkpAzMghnZBBeuDB+3X5HXfWePejeeYep0Sg7mzNIs7eBzapYXUpLkZOTx6w7fU323V41GrUcsy4kW8LsazTHBEq6LUhZvfmgBUoPqdYQ5U0m/vNpJkWZXk6a2UGnW0ebU0t9hxGDNkKR3UdVi4lpecNnjQ2FJfY2mslJDQzpzzBSJAlmFnSzq84yqOg5kM5ubSyiSEKmyO4bccTSwaIkclMGtZwcH01NRiZP7uall/KYOdNJXZ0iXtLSArHcJ21teiIRKU6U9GXOnC7q65XKz93dmphYiUQkamtNLFzYjsEQb50KBNS0O3KJytKw0zkHUtViYkru0KNsQYaPmtbEpx89HomGBqWmznj5eXW5NQn7xQRDErVtRmQkJJR7JC/d38/K5/Grqd8fxVVk96HXDmwFrG03JnyfCgSHMkKgHIDdrkT8yLIyBRSNgtHIuE+1ADFH3WhJSWzKqCAE26vUTM1yKI66a9ciOZ29dnxJIpqTo0QZFRaCTpfw4cIRCXWfxHCJPNi0GplgSEI3yno0rV06nF7lldWkj3DEpG6OmNRNRZOJ5i4DuWl+tOooLV167MkBtlVbcXRrmTaMf1+Lw4g/aGLGMNMGjR36mGVmJGjUMoUZPsobTQOGH0ciipUkuj8xW4pl7K0kB4NWKxMOS0iSxHHHteN2a2MWl7Y2PR0dehwO3f7ijgECAVWsplVf+vqiWK1hrNYw9fVGolEVaWkB9uyxkZISJC9PyUZbXW3G4fCTntJAum0GB4YWD0U0qtzmw4kIrUaO+fAMR0+kzpQp4+v47A2oB73PnB4NbU4dMvuT+GmiFGcNXh27vt0Q88MZzvK3r9FMafbEl80QCMYCIVAGQZJg0iTlAe319k4BpaXJJCd/dW/CWi2kpkZp8iaRddRRhI86Kn6DHkfdiooBHXWjxcWES0qQ7fZ+T/qqFhMlWcoDr7LZxCR7/zfQJFOILreGZIvixzHJ7mVvQ+Ihxwc6gWbYAgMO3CXZXrrcGnbWWpiW60arkalsMaHTyCyY3MXuOiU8ueiAPoYjEi1deei1kWHftAG6fZpYDo2RYjFGSA6FqW83kJfup8OlpXN/ynyVJFOU6f3KiteNBpstREWFmfnzHfj9QSoqLJSUuMnICNDaqsdg8GO3+5FlaGkxEAj0jpgqFWRn+9BoZAoL3VRXm8nKUnKt5Ob6MO13Iq6uNpOX52XbtmS6u7VkZ/tITx/dgFneZO4XXXYwfNWROj1/bo0dejyB3kdtkik0bI6dQEhFdYuSSDIv3U9e+vAWwS63BpM+MqhlRSA43BACJQFMpt6Q5ba23pDlgoLouMxfH0h6ukxFhQqfT6Zf8tu+jronnRS/zudDXVWF9pNPULUpnpcpTQHm7tmDwRzAnaZGlWrCLZtRSfKAc+aZyUoYZ49AScQkHgipqG1TOjqQE+hgJFvCJJndlDVYSLUEKcrw8u62dKbmupme78YXULGn3hKb+mnq1FPdaiMzqZ5ky/Rh9z+QQ/BICEckutwamhwGGjoNTM72HFJWkuHo6NCTmqoMzgZDlKwsH1VVZszmMLIsYbcrg6Ak0a+YYCRCXOTQl18m0d6uY948R9ybv9erpqrKQnGxh6SkELIM27YZ6HQquWqSzZqEQspBEbeDWRVGGvJeW6vFYomSmjq+kTqRCNS0mahpNcYsJNkp/oRFcbNDj9OjQa+NMiU38UKnSk4gg5jaEXytEAJlhGRkyGRkKFNANTUqIhHQ65X8JeNJSUmUXbvUzJgxgges0UhkxgwiM2bEFjl2NfNZRwfHTy1B1eiH97dS05TKzNQmZQO1GjIzITcXMjIGLBVbmOmjusUYZ83o63Oh10YpzR5dFWlJgml5Sjjyhp3pnD6vlS+rlDBkoz7KtDw3Hp+KNz7JJDfVT2l2PRt3JLbvymbTiAVFm1NHl0dRoWqVTHGWl9IcLxVNprjU+Yc6SjVqDw6HFrdbg8USxmyO7I/mMXLUUV1DtlerlcRvgYASLbR0aQvNzUbq603IsjJA1teb8Hg0LFvWHPvtFbHjITVJyVXjDdhiidaSzaGYf1O//jYb+1nLekizhejojnfWthlDuLz9H2eyDOXlOrKzQwPnPzpIlJIO5pjviEql+MREoySciTgckahoUvyBslICZKWM3MJX1mBhagIWRIHgcOKwFihtvjY+fuVjfvWrX7Fnz56v9NiSBEVFygDl9/dOAaWmyqSkjM8UUHFxhIoKVcyaM1qa2ptZ/uAaUq1aksyZ/P3GG7n8yYdYs3Urt110EddlZ0NdHXz2GUSjGNwp+AxujFYN5OZiyMvDH7RT26aEi8LY+1ykWkMUZ3koa7RQlOmlrMFCcZYSVtnl0XLmglYCIRWf7EnC4c6grr2deTfeyMwCpWbQi7fcQsYAWX+HE02hsER1a2/od7otOOiU1I4aK9Py3F+58+tIaW3Vk5wcQqeLYrcHqKw0Y7GEaWnRY7GESU0N0dBgHDCNfV+amw0Eg6pYhE57u5LQrbnZiN+v5rjj2mltNbBtW1Is7b0kgc/Xm6+j7wDscGvZ12hWQqJ1kbisvcGwatCpimRziIomU5xAsacolj6zFmRZ5u6776atrR2fT+Luu+/AYike3cU7gI4ONd3dKtrajHS67Li8Wo6aPDox3u7S0eHSolbJI7KWDLSfZHOo332419/Amq6tNPlhYeSC0e1cIJhADmuBctYbZzH/k/nk5ORMaD8Mht4poI6O3imgvLwo+oGTm476OBaLTFubREbG6AdFq8nKQ1fexsIZKdz01N9558sPufvyy1k6Zw5unw9ycpTPfvJRnO+KLO1U73DD7mqcndVYLQ4mW/bnxEhLU6wuWVljklG3otnM1FzF4bW+3YBBG+HdL9OYVdAdi+gx6KKUZjuxGLuoaZ3O/NIjWHP7zwfcX7tLR6p1YN+DFocOl0/ps0YVnwhuKGYWdB9U+PFXgdutJhhUkZnZKz5UKsVqotVGY7V4IhEdLS2G2DRPX4JBidpaM3a7n6ys3umZpKQgGzdmsGBBJzk5imUvK8uPz6eOC3kuL4/icGVS3WIlGFLEX0ZSkBRLKBbp4g2o2dugRAS1dOmYU9g/10oPw13r5s5O/P4wt9/+Ik7nh/zjH09z5513DnOl+iPL0NCgIRzuE+6bGqGoKIRe7yPV1kJWig9J6p8HYLA+RqPKvR2NKuL3YPO7RKOK4/mMA6Z2Vjs/5ZyK3xFGeS6tfeEzPvzBh+g1Y/hAEgjGmcNaoPi3+bEdZaP77YHzOUwEaWkyaWnyfpO3imBQGa/z86NjMojZ7TL79qlJSoqMJGAnDrPRgkGnp7rVSGYyqCSJnLS0Abd1ejS0OvVUtxjRqFIpXWhEkpQig2X1ZsjzKE/Jjg5oaICdO5UkEz3odJCdrYiXlJSEHAd6oot6NtVporQ6dUyye/EG1P1ysWjVIQozu/micgfzb7yVo6fM5H9/+B2kPsfqcGljg0EwJFHT1mslyUwKYE8Z+UAhSTAjv5vddZZ+A8ShQDQKjY0mpkyJ//swGCLU1xuZP7+3GFF6epCWFj3t7bq43CYtLXp8Pg2lpb3n1yNYkpJCFBR4+6XQP/AntlqDpNhaKbJ3U5ChWFNau3SUN5pi28qy4gxq0kcIhiVanXqau/ZnfM7wjihqTKtOJxCoY/LkAOvWuUjpU+V6KIJBicbG3keiJEF2dmjUf2d96XJraOlSEqqVZHnGzJl6V52F3FQ/tW3xeVMery8n7CwGdQCS6/is5TP2duxltn322BxYIPgKGLFA2bhxI/feey9bt26lqamJV199lbPPPju2fuXKlTzzzDNxbZYvX86bb74Z+97Z2cn111/PG2+8gUql4rzzzuPhhx/GMtKMZDsMXHbbZdz99t0jPY1xR5KIVSUOBqGyUnklT0qSSU8/uCmByZMjI/dH6UOXOw2VJCNRw9uff86vL7wwbn1PojNJUub2J+d4UEky+Rn+uMFHo5aVQoMaleKv0qc6coxgEJqaYM8e6NyfCbYnRNpmU4RLbq5iHtpPeZNiPYlGidXvmVuivFFXNJkobzQRjkhxc/WZSUmUP/E4Jr2e7z/yvzy6+nPOXHA8xVlKEbw2lw5Vo7KtVj16H5kD0Wpk8tN9VDabKM46tMI7y8utlJbGi5PmZgNqtRwrGNgXuz1AY6MRh0OH1RqistKC3e7Hbu8VbzU1irDrESxpaQFqahT/lpGQmRyM8z+RZWjsNLC9yoJaLaPXRNGoZfLSfDR2GghFlKzP2Sn+QcsOSMg0dprQapKxWus57bTTCAaDPPfccwNu73SqcDh6lYJOJ1NYGBoza5gsK5FyobBEkrl/QrVIBFw+LU6PhnBk4IP2/KkMRJtTh0YjE4qosCcH4qbETtcmsbquHA1qokhkmu0UJReNzYkJBF8RIxYoHo+HI444gu9///uce+65A26zYsUKnn766dh3/QHzHJdeeilNTU2sXbuWUCjE9773Pa6++upBHySD8d1vrWSKahlw6AmUvuh0vVNADkfvFFBOTrR/VE6CFBZGqK5WxfxgRkIopMUb8PKLv9/Lqp/8BJWkoaLJRItDhycQJckU6pfobJLdS2VzfA6Q4qwEQo51OigsVD59kWVwuRSrywcfKI48QDiqQuXOpD3PTJtlEtNmR1BpeweRkmwvadYgX1TZ8AVV6PdPxei1Wsz7Rc4Fi47lg1178AVOZM3WDNqdOs48uoUUS2LRIyPFaorgD4Vp6DCMaYK4g6G+3khOji9uqqpHnGRkBLDZQtTXG/ulzM/J8fHll8moVDKzZjljg3Vbmx6nU0tBgZK+vgeVSvkp+2ZyTU0N0NGhIy0t8VwjkqTUPnL71LH7KRqF+g4j4YiSwEySYHedUr+nvsNIsiUcZ0kLRlR0dhto79qOWqPhzTffZPv27fzxj3/kgQcepKVFg9/fKwRstihFRaMLOQ6HJbx+M7VtFnzhXmucLCsJ1T6vtFHRZCIv3YdOI+P2qSn3xVuMVCqwmcJK7p8RllEIRyTCUdWgCQx/lHE62dpUVnd+QndQw52XPIxVn3gOGoHgUGDEAuW0007jtNNOG3IbvV5PVlbWgOt2797Nm2++yaeffsr8+fMBePTRRzn99NO57777RuRPUv7JF9zw+QWUl1fyy1/+kj/84Q+Jn8gEkZLS60RbX68iEFAiJAoLRzYFZDYr47vDIY3IKTcaBafbyp0vPMCVy76HSjWV6lYlh4c9JYjbF8Bi7P+GqlIRC5vs4aDeNCUJkpKUT58oo311FqLhKNFAAzO6t8Patt6MXUqBGZJzczmpMJePGgtwOJWpKbfPF8s38frH+5iWV8CMAjczC91sr7bS0mXA4Y6Om5UjIylIXZuBDpd20KKHXxUOhxatVsbSR5A1NRnQaqOx6Ru9PkowGD/PEIlAZaWFggIPTqcOj0exojU1GUlLC8RN8/SlqMhDdbWZ4mJFWNhsYaqqzCMSKKBMg/Stm9QTEdOXUFiirt2IJMnUtBr4otKKVi0TjkocPbmLTmcYGbBabdTWavF4MmltdVNTo8VuD5OVJRMMSnR3q3C7VXR39yq4we7ngSwYnZ16JEkmN81Dvl15y6hrM+ANqEmzhThhpoOScUyYVtZgZsYwWXnPTj6WJdrZbHQ4sJvt49YXgWC8GBcflPXr15OZmUlKSgpLly7lrrvuIm2/j8PmzZtJTk6OiROAU045BZVKxccff8w555zTb3+BQIBAoNec73Ip5v4/nXwyhpNO4rzrb+DMM39GQ0PDeJzOuCFJysxGKASbNysT3RZLlLS0xN/0t23TM2lSIOE57YpfvI617G3e85TxtPtRntbp+NHpp/N/bzfw708+IRKNUtHczIM/+MGA7Q/MP5Gfocx/HziQjIYWh47KZhMr5raiVqcAC/pv5PVCYyPS55+xsHsDW6vUBDcW8t/PXuGZtm2YTXoKUlO5eN4k2j/9hO6AHoI60qzdBMJqPvwsBa06QlGKo/++DxIDUN6ZSrelG7Nu9CLF63KR2dhM5KMv8STZRtQ2FFbT0J7CpKx2PLuVZc2dNrSaCDabh762Lr3bSP1OiRSrl06XGafXSJG9HakB0mXY9MYU8jI6KMrqgHoYahLH15xOd3UHqv2ZiX0taXhqOgCIOF3ktLShq6qCrq5B99HSmsLUTAe0D34cLVAMRL3JlJq6CKtCbN2uR9NUw7onQ7zacRxd086mrvElrr/+PMLhEJde+mPa21tp379frVbGbA5jNEZGVL8nrh/aDox6L6GISvHFQvlbyNcrFrTyxv5FQMeKhg4DOanjl6ZfIDhUGHOBsmLFCs4991wmTZpERUUFv/rVrzjttNPYvHkzarWa5uZmMjMz4zuh0ZCamkpzc/OA+/zDH/7Ab3/7237L2157DfemTTyQmoT/99fwfjgXTYGb1tRUoqN98kww/oARj18ZlKwmBzrt0G+hsgzvOnLITG0cdt9TyuoIhpI5b5aav2SdhXH2bMWDt7WVi9LS+ENfy9iaNZCeruREycwEo5HCDC81rfH5KUz6CL7AwV1rWVZ8TTpcWk6f3zr0g9dkgtJS5QOUrFpFrq2MD3XH8cMSPVMCNWgjQcpeexkZ2KWaji6zE6+hd5oxHNHyqi8LtRQmzdQ05g/6pu4i7JZaVNLowsEDwRA1jfUA6EYYEdXoLCIn6UN67oZObwZadQirvmvA7ZtdBciARe/EqnfSCDi8GQQiBjItn/DprkJqrPVoVEOL5qgs8Zk7F7tV6XerO4d6i9KLUDiMq70LOTr49fAENJi0g4i6aBQcDmhrU/yYIhFoT8bj3keVP5sFqc18Lh+BLs3KlafW8+i2L0nOOpmUJMXC4N63jd21m4fs/0jp9iahCWTi9icxp/iryz/SUzjzUJlKFAjGkzEXKBdffHHs/7Nnz2bOnDmUlJSwfv16Tj755FHt85e//CU//elPY99dLhf5+fnYL7mE47ZswT93LuGcHPyeCPVfeLjIvwXV/sRJ4cxMgsXFyGbzwZ3YBNDYacIX1KCSZAozugd923N5tbi8M8hLH/xBafz4Y3aULuPUXAcG7QyMRx4JH38M1dWwdKky1dKXcFiJzGlthX37wO9HB4ScmZDUqsxLZWSA3U6yLh+HW5twcbS+dLi0NHfpmZzlRq0yj0ws7NlDpLAQS0MtOSvyqDEeS5slSE6BE402CtEo4S8iTPd8ibHTGWvmT7bSUVJAR0YW7a1JqNVRMrK7x0yoWGSorzqd/OLOUbUPtzvgjU0sOXoR6QlGoABUNttYnubBoD0WgIYOM3pthHTbwINZZ7eeXXWpHDWpFbMxgtOjo9VpJDvFg8XYK0h21qYyLc8RV7dpICqabRRldqNWyTi9OkJhFek2P80OB//56CPkkpKBHamB+nozU4taoN4JjY3QU+W7x1lDp1NMjcnJoFLRmXIU0VnnkpSkZ9Nbe7Db/Bx55nQ+3ONnhmsLy4+04ovMICfVQzCspsujWCi16ij56UPXaxqMcESiuk3x47An+bAnq0i2fbW1DcqbTCJbrOAbw7iHGRcXF5Oenk55eTknn3wyWVlZtLa2xm0TDofp7Owc1G9Fr9f3c7QFSM/KwrZyJbb168HthkWLyM+T2Fl7FEdMcinZHZuaoKxMWS9Jyhv41KlKno9D3Eaas/9ZHolAZUsachisxnC/ImQ5QG2bEbPJFjeHH2PjRqpsRzD36CLMdfsT2kkSHHusEmXz3nvK96VLe3OYaDRgtyuf2X1CExvNkONRBouODmhpwd6ym7LWFFKSW3q302qVwajHAnNArKYsK9kvk0whZha4Kas3jyzRWyAAO3YQOOkkaqr3MaOrCcPyfFoaU/D5UrBqw6CC3JMDeAw5cdMTug4HeWVVTP3oE5BlQhE1NZ/l4C/JxnpcMrLh4ONKUzIkmmonUVAyusHEaNCTlZJCziAD+oE0deqZVSiTblP+TmpajZRmR8hICnJggb6ea5+dEuTI4iA7agpw+yDNGmJ2UQCIP//8dPiispgji4fO95KXBvsaU2NOrvsazRRkKP/X9pQFD4WgpQXq65X7R5YJRVVo3GmQ41Miuo45RhEoO3ZAd7fyB2CxKMutVho6DLjrTeDz4n/3PSYfP4WsWZOoajaSk9qOWq2mIMtKToaWurYsCKg5fpIStaWEmKfH/EqGigrqoc2po7Nbi0Ytc8Is7/5rMHg+kcGibg6W2jYj+QnU5BEIvi6Mu0Cpr6+no6OD7OxsABYuXEhXVxdbt25l3rx5ALz33ntEo1GOOeaYkR9AkmDJEqiogJdfRnvmmcwpkvmyysbsQhfqA5KO4XbD3r3w+ee97YuKlCmDscyqNoao1cQGb5dXw94GxRrU9+FakOFjR40Vm+kAS8AHH9BtzERVOAWzYQA/EZ0OVqxQTOirVyvX6uijBxVv2Sl+Gjv05KShJGXbLyrVjSbCdl9vNstQSDHJt7TArl2KENpPp99EUyidqZOjaHIyiQaUQXhEs3JvvaX02+ej02phaWAvnzWfRGFpNw01ZmRkasqtzJrXf4osmJZC23EptB3Xu0zv85O8qxbnM43oIn7ykttBo8JdlItrajGhpJFFQGi1Mul2P831JrLyxjf82O1T4w+qyE5Vft+aViMmfY84iaezW0uzQ8/UXDdqtZL+v6HDwClHtA/qxyRJMKfIxbZqG0dMGjyBmkqlbBsJy6hdDuSyBtixE4vDwbx9+zCpVIoFJCsLSkqU+0ylorLezBRjHezYroSj79mjJP6bO1cJRe/D7joLnd1apsplbHuvneOvWIA1VRHV4agK/QH5UvIz/ITCErvqLNiTg/0yAzd26GlyKNFffbPZRqNKuLssKw7QI0mo5vGrB3Q0Pxi8ATWRCAnXMRIIvg6MWKC43W7Ky8tj36uqqvjiiy9ITU0lNTWV3/72t5x33nlkZWVRUVHBzTffTGlpKcuXLwdg+vTprFixgquuuoq//OUvhEIhrrvuOi6++OKDywhbUqI8+F59FdWJJ3LEJNhWbWN6Xnd8kieLRXnwzZ2rfI9EoKYG1q/vrQScnAzTpysPyUMMmykce0j1PFxVkswku5fpeQckDfvgA7BaqUlewKzMYZLZpaTAOecoUz4vvgjz5inX9AAsxsj+B3q8Fack+4CQY622X0ZaWYa9DWasxjAzLS5FwDQ1sW9DM5MtTfBFn99Jr1csL3a74guj6XOr7tun7Ndi6Z0KAEzmMJ5uDbmFHhqqzSSlBOnu0uFol8gpGFokRIwG3POmoJ4H/pDEpnozGilESWgfmR9sRetSrqkky/iyMnBOK8aXnTGkFc5kCRMMquhs05OaMboKysMhy1DdamJWofL7VrcYsRgjceG3Pdv1XPsZBW5au3S0u3QUZ3kpyvRS3mQeshq0Wg3T87rZUWONHQu/X5mOaWgApzKFNlmGMmcW04qDYJ4BR5yE2+ViayTCESefTHKPRcjhgE2biDqc4MxEmhSEI45Q/vYGOc81WzLITfNzVPMayjtSKL1gLtbU4Z2ztRqZmQVumh16dtVamJbnjolhpYif8tt4A2o+3ZtER7cOlUpm0bROzMaR+xF1ebT9rv/BUtViFFM7gm8cIxYoW7ZsYcmSJbHvPb4hV1xxBY899hjbtm3jmWeeoauri5ycHJYtW8add94ZN0Xz7LPPct1113HyySfHErU98sgjI+58RaiZfPqYwM1muOgiePddpNpajjj2WHbUWCnJ8mDUD/KgUauhuFj59NDZGZ9YTKOByZMVS8tYpYAcA3oertGo8iYclSWispIaPq/sXbBY2JdxHKVD+Kb0o6hIyVmydSu8/LJinUpNHbbZcLNlXW5NrAKwIhj1kJdHNCcP7GZUB76h+v2K/0t9PXzxRW922kgEtm2D446D7Uq+C1U0ii8llRxVI+VtBZitbmQgI8tPMKAi3e6ntsJCakYASwIhwFqtTN4kN6GQRFn9DNRzppGVt9+0L8sYm9uxlVVi3/gJ+12dCFvNOKdOwl2Uh6zt/bNKTg3S1mSk26nFmjT24ce76izMyB9anPRc+yk5HkIRFbtqLWQmB+Oy30blQX7ASEQRkg0N6FpbKQ6o2f1+GtOTmxQRmZsLc+Yolg5JQgJUDWYiWR7sfg0tXhXgwuT3Y/j0U2V/oAiRWbOo8OVRavfAEH9WNS0GtlQkc9rMOjxvvEfj5PnMWZpGRdPIpmizUgJkJgXYU28hxRKKTZXKsvL3E45IFGb6WDDFiSwrUyoNnYqSsZnCCRfxC4RUGHSjc5AeiMpmE5MGKZw4FJ949rK641PaAxLzQt8mif61qQSCQxlJlsdrxnT8cLlcJCUlofmFig1z/sBxlun9NyorU6YWzjyT3c0p5Kf7Rm92DQahvFyxLvREImRnK74sI81+O864fWo+frWB1KQoqQtKUKtk8vrOW+/bp/w7efLwOwuFYN06ZVBZujQ2BdbhUkzqB+b78PjVdHZr44q+geKLYNRF4vuxnx7fk4Snd1avhhNPVERjWxsd+/ax/uMPKZxeiL3DQUXRUahVUdrldDKPVNFizaNFlUVeiY+OVj0+j5bcopE5SYZDEs31ZlTqKNn53gHbal1ubGVVWKrqkCLKPSJrNbhKCnBNnURtWzrpmX70CdyDbU1t7Hp+LT896dQhfVCqW4ykWkPYTGGqmo3YTOF+v0nPtc9N87O3wYxeGx2wSrC7zUdXRQd53r1KKHcPqv1ZgnNzFWuWWk23V01zl2FQnyFZVv78pnV+yL5KNWnqSjZUV7PwvPPImjIlbtuy+sET/TncWiqbjQTDKo4176D67b3oly8mJ0+5WcobexMH+oMqWp16oJa/rV3L908d+tp1uLRUNJsw6iLoNEqV6qGSpTk9Sqp6UMT4JLt30CKRFU2mMcuB0lMcc6Rh/P/qfJ+Lq+9FjYoIUaakTOGLH32BUTvKzJACwRjRM347nU5stqHTKBzWtXjCRHnT9dnAAmXqVEVEvPQS05csYZ+jhIxIgOTRZBPV6ZRkYj0JxeT9zreffgqe/Q9Xo1E5Zm7uhDrfWr74gJOn6dmWchIVTTry0pWBqThr8AfqoGi1sGyZkhFuzRplymXhQtJsIfY1mvsNhmZDhPr23pT1To+G+g4DpdneASvTRqNK8reExUlFhTJY9tzUhYUETCY2d7XivOhUjl73Ed2XnMSOLalMzm0m7Gogr343OQ2f0vCfNOZmNBCVJar/k4U5Q8Y4xYQvx44/I2VIBxjNfotKOCTRUG0ZUKiEbBY6FsymY0GvQ7EqEMRaUUvO25vI9/nZ25pLfkYj/sIsXFOLCaQnHqFzIB0uLVqNPKg4cXk11LUr177NqWNPvYUpGQ7Ubc3wUYPioNqDLGOxWKjXzFIcp01D5/CwmiKEo0Gqmo1Myto/cHZ3K3WY2toUK0p4EuGFU6CoELe2mJ1r13LMARFJ1S3GAcVSMCSxb7//h80UobTqTXZ+mUTBxadiMw8s8OrajZRme6gbIodKDzWtRvxBFXlpftx+DQZddNhMrknmcMwBPRpVptV60tOnWYPjlpyvrt0wqqmd150fIyER2V8scK9jL+Wd5aIWj+Cw4rAWKGpUnGI9YvANbDZlymftWian1lGpOolIVDr4h4kk9fOvwONRnG+/+KJ3m8JCxVLxVTnffvSRIqbmzkWqlslIDjIl1xMzYUeiEkaHhfyUET7wbDY4+2yoq1P8U448EixHDbhpkjmM06OhzalDr40O+XAtbzIzOTvBvoRCyrTTAXWD4pBlkGU0uiherRXX1Em4pk4CQB2WeK/8JIpKu1Gro3TWhfCVeZjavhd7ZweS3EdAyRBMtuLLsePNtRNISwZJSkio9CWq1+GcUYpzhpKzRSvDxrITmGXcS+pnO9F3dMW2DaQm45pWjCd/4Ei2vgRDEm0uPdPy3FQ2m0g2h3orNcsylXuCaNuryeuqpWKDmVyzgzydX7E6ZWfHOaj2JcWhozMik8rwfx8pOIjsrqJ2nYsCS6diSZw5UxE47PdFabCgkgYf+AMhVZxwlWXF+gCQbAoRDYZJf/9VtmedwIzzU9Goh7Y+DfVe4AuoqG1TrAcFGb4+U74BXF4NO2stFGX6MBuGt3CpVMRlJG536WKO6xq1zBDpXkbEvkYzpaO0xJxmm8fzjo1oUBFBpiipiOKU4uEbCgSHEIe1QFlTeBsnWmcNvZFKBcuXw65dFH/8PDULzicS1cUVKhsTzGY46ijlA8q0SG0tbNigTBHJsuKIOl7Otx9/rFg85s3bX+03hEYt09SpJzs1EDM5e7v87G1LBpM5VvI+YfLzlc/nn2P5+HW6F8/Hmp8ct4lJH2HjjlROObJ9yHl4WVb8HhJ26Vm7VrHmDIG7KBdDZSO2ZDNul5aU9F6fAbVGpniqi5pyK1l5XkwFEsZ8HV/WLkWnj5CR1Wf6SZbROrsxNbSQ+vmu/ULigOiQlGS6M7Oo6CwmkmIhu2BwodKDJEFesZeyhinkLYt3CNe3O7CVVZKx+TPSu9yk7N6LUWVQ/DsKCuLCtMsaLMzOaqPy426Su6pJDbWAJOEO6al1p5KfG6XeNAXV/GJmZCc+WtpTgpTVm3vFTl+8XsVC0pNM0WwmfcYMmo+cT2O0xx8q/lzVKpk0a5CK5v7TCko21N5r3tihp8ujpTTbQ32HEW1HM6rNm6hb9G3mTJY58PofiDTI+sYOPd0+xUoy2FSSzRRmZoGb6hYjzQ5pxNMz6bZgzO8nHJFYvy01VhYiKyUwqsgbh1uLSR8Z0PKYCJelLaFIn8kbHZ/SGVDxm0vux6w7/HJBCb7ZHNYCZZouL/GNZ8yAnBwK1/yN+rnfoima2i+fyJiiVsOkScqnh4Gcb0tLlW0Oxvn2008VITZvHrIMLV26mOViX6MZXyAUe2M06cJMyeiCXA+tXb1vfpPsQ8/Bx3HUUWTPibDv1R1Yv/wATjkFDAYqmkxoNTJT8zxo1UM/WPc1jsB6UlWlOFUOEuHRQ+fcmYT/sZvsH+Ti82hobzGQbu8dBCUJiiYrYci25CDWpBC5hR68bg21FRYyc3wYjBGQJELJNpzJNpwzB/DVkWV0DiemhlaObPwQ1U4X9V0ZSJJMQUorkiQRSEvGm5OJN9euhCjvVy9aXZSUdD/NDUaycnunNwLpKbSlz6ON/T4o3ijHzpunOAm/956SIj4aZV+ggMmZASqSppM6JYOUhVPBOp/qVsXyYJShMaxiWq4HaRSZbHWaqGLZCLlh924lSgeUaZ8ZM2D+/DhTRRYB6tsNtDh02FPiRX9ptoeyBgveQP9suG6fkg3V5dXQ0GEgKyVATpqbXbUW8mo20dUaRHPmuUxJH/mLRCSqprzZRnfATE6qv594Gowiuw9fQMXOWgs5qYFRJR7UqGWK7L6Yb0yzQ0+zQ7GgGnRR8tN9wwpZpbKz/qCjdk6wzGSOVMRGh4MkvXCQFRx+HNYCZcQkJ8OFF5L31ls0tUymfsbsAR03x43UVCX6pIdgUPGreOutXufbrCzFl8WaYN6NTz9V/l2g1K3ZXWdhep8Kp5NzPGyvtjK7qH+YcU/Je1lW/AFCEcXkXpiZgEOeWq2ci62F7jfWU6sppnjFFIzG3hwSg4Wtjsh6Eg7DJ58MPbWzn4jRgOQPgaSE+Ha0GgbcLrfQQ0uDkVBQRWpGAJMlTIHl/7P33tGRnOeV96+qOueARiPnNJHDITnDnEWKlCiRilSWrFW0LFuW7c/22l5Za6/DemVbtmWtJFu21pKtSIpiznmYySEnAYMcG7nROVXV98eLbqCBBtDAzFAcCvccnDMDdKjqUO99n+c+98aYHLMyr0lU12+wg5YkMj4PGZ+H8B4h+pSA7OJ4siypNNnHsU1MEjj0MqaFla+9xJilnsRwANsuJ2gajqFx7ENjGBJJKiJxPCdOYtUMgry+/e0QDDKxYMOjZxkbmMU33Y03dJzEaC8DkQrslTYS1W00dZqxWbaw606l4PhxmkdH6Q4H6axaEIRk//4NNVV1FSmGpqyrghLzVZS8ViOP6QUTHnu2kEy8oz6GqsLhkza6XvkBfYELqbm+Bo+jPHIyHzPiceSYCpvoC7lYSPhpDUaordx8a9VqFm3JsVkLk2HhF3MqkrIqb7ow/ZPKyPROiA2BrkN9RbLkdGH3mIPOdUa+t7GNXxX8ahEUEAvrjTdS/eqrTD1yH0OXvoXG6tPc7ikXJpNo+exYFPnquiihv/BCeeLbF18UbGDR4G5y3kSFK7NK79leExcVizWmLiSJgtgxlZELVZWNxH9GRePEfBDrFbewK9cHd/4Ydu1C3rlzXTfN3gk7bdVlXoDzrZ0yVolI2EidPUFEVUFRqKxOMjlmJVi7mnAFa5PMTZuZGrdSWZMs/C6dkjc1krwceY2KmpPoH6lHdtdRvUc4mMqZLLaRCRxD41gmZ2icPs70KwN4b5/CY4qT9rlJ+9xoZhO6BAs2K5m2NujqAputYMamahYqugJ4zvcyPG0lllSQ0bFlJmiaeREeXKYStdvF+Hxd3eoKXTotKiSjo+JzZzYLQrJvH4w50Gvjm1qYGyuT9E3YUGS9SIjeVh3n0IniSbfDA04aAim66sTin0gr9B9L0Xnk3+ne9z527ACjYeO2iMWkEUvIPH/STWMgSaUnQ2tVBJ9jgzynMlDrT5FThcFbwJU5LS1hi0krfAf1RTuA5GKidN4henrBhNee2bygfRvbeBPiV4+g5LF3L5V1c8zd8RP6LryB1q7NhbKdEUiSEDEuuu4Ca4tvY4tVkkVRoqrCbNRU5G2Rh8Wk4bTmmF4wsfbg5dJt85WPvPhP10X5e3k/PJZUiKUUNF2iqzIO1MB73wuvvQY/+Qk1F1zN2GzNqlAzXQdVk8q7AA8Pi0pSGXk0/d39/OCf/waXnsL/3MN84R/+BLMV0illVQJzHr5AmuiCkbEhO7WN4pzNFo2G1hizkxbCs+bNjSTrOubpORxDYzQPT6ClVUbuDCBJUBuYJdlQTXhXG6mrDhYO6NiQnYpgEvOyqsfM6CSjoTuYmZnh5i99CaMOKdXM1y56J7u8YDGqHJE7yHgCeOqctDRpgAvaLiw+nmhUtMeOHhXVuslJMZHl9YpK3d69whxtxQm2VCXoD21+VDZv1mdQ9MJIvyRBwJ3kcJ+f/pDGW77yewxODfLs3/xvJKmR1k99lgqDDaOa4hPv/g0+uae8hXkuaiQcN3By3EZjIFnQl0RPPVS7AIMiDN6mwiaODjvoWnTfPR2QJIrG8aMJhRMjdgYmxei0z5ktv+W6jW28SfGrS1AAfD58H3kbys8foWdiBx1X1f6yj2g1Solv77tPuN/W1QlfEI+H444L2XXO2j3rKq8wqPKo8ob6kDzy4r+8aVU6W3zf3Y0xTo6vEN7t2QM7d+J84gnGR3rh3buLxlbLrp6oKjz9tJjCKgPeCh+/+dX/Q2trmtt+46s8++izXPKWS6huiDMxYlvTSdbpzmI0aQz1OmloXYoJ8AdTqCqM9DtweTN4fEs7aCWRLLRkTOHl1u8SqYCXWGMd83u70MwmJCCXkzg0YkeWdaoriysTtY1xBnqcNLYthUHqisyC3Y7znHN48tprOT7q4o5n7+GeVIjGKz7C0ZAZb26aPZzE2BeCIytWZUURJCQeF4TEYBCVuOuvF8RkZER4+rz6qvgBMZHW3AxeL0aDTlbdWkJ1R22cY8MOWqoSBZF0QyBCz/he7FYj3/nCn/N/7/snAManjdizGj/52G8idXVu2G5dbqjmdWTZ3Rijd9xWEKSeKVR6MgTcGbrHHDituQ2ThLdSvXHaVLQZiev3TyNJSy1XAJ8ze9qdabexjbMBv9oEBUBRcL/rWpRnjnD8+5Ps+MC+TYbCvM549VWhpbnxxsKvxvtTVA8cQbpLRN0XxLdNTUUW8Z21MY484WNPdRlmEcsgSaKEn0gr9IwJsmEza0wvmJAQY5VFL5miwJVX4hzViNz7MC6vApdfji4r5NQyqycPPABveUvZV/tsup6WThXdoGCSJCR5UZRq1NFUefUxLoPFqlLbGGOwx0VDW0TsklUV58Q050+MkXw8znzMTpN/EoOsk7NaiDdUM3NwHxnv+kZDICaI8q2fsUGHICoNS0SlsS3KUK+T5o5irYoiy4zM2ElnZCCKy9ohxJNNcTwOE7Br8Qcxhn3yJPT3i2rJ0JD4nNjt4v/ZrAjfO3JEfCYWk6gJBMT/QyFRaQmHAajOWJg4EqB6b0CQmk18J3Y2xHh1wElHTYyBKTuRRAK/cxirsQG/W7xeI/0ZKgdvJ6Yo3HrH/6XxGR//+JnP4CuhvYokDEzMCT3JSkO116vGIEnQVRdjPmbk6LCD1mUE7HQgNG+m0rPUni34yyCqRT1jIuk7H2vxRr5EbWMbpwvbBGURjgt301Q/x5H/+xS7P7gX3G9A1fsrr4jsmWVC20xWImryU3PNPmDf4i8Xxbf337/ohqZDVRVSVxctvjD9s25ayjCSXY6hKSuqJrGvZWkRnYsayeYkHn7VzyU75lcJ/mrqZLp5Jy5jP9x2G33+g7Rd1rDxk42Oih3/JsaxNU34lEyNT/H00BhfPbjkj1PTGGN8yEFd8+oKkzEcwTE4hn1onNZEipP3VVPjncZiVklWVxJrqiV5YSWKovDMkB2LVS2aDNoMiojKkB1ZguoG4aJb2xhndKD4GOdjJp7tHeXv7vgr5mIJfvx7f86BDpF5Qy63REg0TZCMjg644YaNJ8JKBTlK0lIMr9GIu9ZPKFpF9cggvPTS0n0tFlFpaWhYSr4uAac1x70vVXLTgUnG5uJ4bLO80HsBH74mycJ4AoftFULXfJyn3nk51T4n33v4Yf7HD37AP3zmM4XHyBuqOa25NUeEJ8Nmzm1ZO8DwdMPryOJ1ZOkdtxUmdk4VOVViIW5Y8xx9ziWfm5wq0R9aqhpVutOlE8y3sY03Ac5qgvJKqr84i+cUYa310fHxi3nlPw9zzkEL0q6dp+2xTxmHDwvdyaWXFv26Z9zBroYVUyKlxLeTk/Dii9j7+zEl/czNVuI7p35D59tkWqZ/0kZDRXJVLH3+wmkwwHTETCojY1DEDi//kJIEWiCI9O73kH1sEuPPfijOYa1gSFUVIYdltnYAMlkLZmuWREzla3/0NX7v9z5N5ZGTzFy4DwBDLot9dIyK3hM4ZqeX3VMi43YQb6xl4tqLUO02TMCLg3Y8vkyRSFYC6prixKNiJDlYkyzLtr4UFINOXVMcVYWxIbEzrmmI4/GnmByzIstiVPbFvkp8Tg/f+Y1vMTBxB//+s3/konPPFa+RoggTwLe+dfMj6iWCHIuQycDUFM6FBRYmU7iX79ajUfH+ZLOidedwCHJUXw/NzUyrPqYXTDQFk7wzOMnhARdexzQ2c4RI3MAL//oCJkOO+XOu5LLWOCAqJu+55BK+c//9JNIKI9Ni+qqxMrlhlSKVUcoyVzvdaKtJEEsqHB12lPxubAbdY3Z21pc3UmxQ9MIIMwhh/NSCaLOaDBoNgaUx5nsXXuQXc8+zkFHYlbwe9xtx07WNbayDs5qgvHPkz3nA/T+5xrWOm+wmYbIq7PnYfg7fPcLe4fuQr3/LL7/l8+qrYmFYQU5Gpi1l+SogSaJMX1UFtbW4YzFezLSzs+dFTE8+iQTokkSutpZsUxP6ovPt2KydrCrTVDlJNA7RNaQjodk0LcEIDhNkcxJPHhGLjsuaweec4eljTmRJp6bTwPiOK7C8+CLKI4+QuPRS9BW26rYnniC9bx/qTHltqNlQiOisFTU7zF9+/t/48AV7aO0dpOrlY/BqN+g6msGAVF3J0/JOvJc3lyZkkbj4AczmaUb6HRhNOdze1dUSqw36TjhAlwhUb5ASvQHM5mk0VeK1511IUhqLNcvCfJqXj15KbWCAKz3P4VCSDIdC6LrO8P79xYQk76lzumE2wy4zL0400Va9UPQnKZ1GmZ3FsPhDLEZ6YJKxH71GhT5NgzVGzuFgrq4Ob8dOnhyqJDplxdb3CH0X7iY2YsNqGqV3Ioeu65iNRm5/5iR2S5BXB6PU+IQZ3NRCqQMrxuSCgeHpJdIZmp8nm3t9KgqZ7DxOa4jXhuxkVYXmYARNg/E5J0ZDeZ+LiTkbNssCIzNb15iYFwtZ6azM40fFxNSd8ef5G/0fUExpdHQe/f5LnPiNEzhMb6zssG1sYz2c1WGB/D78cdP7+WrNh077c+g6vPpChp09t2N8xw3l+5Kcbhw5Ihahyy8v+nUyLTM+Z9n0pEX05Ze57fnn6QtWMT1fQ6VPGHFJmkbl/Dw1MzPoGZmJVC021wKztU4iGwQi5nIG4iknbsd80e9TaSvxlIu5BT8OW5TqipHC34zZLPtOniRrMPBqWxuaLONbWKBuaopXywkyXHyMgy++yEKviUeC0/zb2ARBt4usovA+hx0uLZ5qWYgGsFnDGA3ljQ/HEh40TcHlmC3592zORCQWwGGbw2w69VK/KZXD26vwXP8VGKRpgvUP8/Pxo0iyjEFRuOXAAZzW1zfsbTYaxGOfRpFLVzI0XWI2Wo1BzuB1CFJpzGbxxGI0TU7SNjGBFpf4aeYdHLugjkdP/Bvz8Qm8dhsdNfW8OjSOUTFiNmq8++D5uO2bczvtC+2itepo4f+ZbJbQzAz//UMforFq49iArWIuEuGf774bfdG/KKcqzMaqMSopTIYMDsvGbaesaiSS8OF3Tp724/tR9dO8hgq6Ap5hAF797KvbWTzb+KXjVyYs0CwZucl94Iw8tiTB3vNNHPV9jLZ7fohlX5fo8b+eOHJEhLpdccWqP/WF7Oxu3PzuPZXNklIULrv1/VgsQaJRhZqapQU7FDKSTktc3JjBMDuL7fBhTJPiAqoZjSR37CDZ0bFKfzA0ZKKxsfQusLvbTDot43arwu69bkkMaJyc5MDdd5Ps6MB29ChTf/iHtG5QEjLMzuK5/350SeLEzZ/E9MMf8plP/jp/uCy91vr006TOOQd9xYJ3ctxNe00ZW/NFzMXMLMRNNAfXfq3H52wkMgZag5FNT3DI0SjmV19FjsfRbA7633YxO7QANlMFPROXcoElQ70/hsuepdJ9Gmdoy4SuQ9+ki7aq1Qvu2KydRNpAa9UCsgxSLIa5pwdlbg58PrSGBtKdnRyJNbP3sVdo2Hc+f/GJWp7vrcTvTGFUNOortm6EllMlnu0JcsmOpVbVzPw8tz37LNLpmgdeA7F0Gl3TuPnAAXzLWieHB/wYFI2d9fMbnlf3mIfO2vAZOb6ahJ9PzX6DfEjAnsAe2v2bFJ5tYxu/ZJzVBOWRpj/jAvuZ+9JJEuxuTXLM+EEaBx/DPvIQXH3165NWfPQozMzAlVeu+tPgpJXGwKnFuQcCAWprqxkZkXE6dcxmnYEBhfZ2DZdrsahWWyu8MvJIp3G++iqGRx4RIk1dR21qInf++aSCFdTWlt5lJxIKkgRtbSqqCoODgp3Y7TqV+2th/37cf/mXSIAlkUBdgwgqPT2YHngAraKC9K//OlitaP/+NPFGB7Wjo/h2LtMMXXyxEJEud+4FVCw47dayNQM1AeH5MjRdwc760otpTUAslj1jfgJuMZK6LmZnhcleMimCGK++GlwuphdMVOckPBmF1uoEV+yN0zNmZ2i6DouWYSGZQ1FEavRGo66nE7GMnZrAkivrbMTI1IKZHRUzOHpfguemxXfC4RDOs8uIYv+EFVPGwpW7ojxkMvPS4C4agyl2NYDJqANbrwgNhKzsbZGoCRTr0JQzTE6Ww+d2Fz1/ImujpSrBidFmfM5swUV2JYamrJzfkcFpO30auuX4Na7ngspO7p59kckk/P77/xqLobSz8ja28UbFWU1Q6gwVr8vz7GyI0aNcTlVyANePfiSsxzdZit4Ujh2DqSm46qpVf4olhfHYqYjylqO+XuPxxw3U1Gh0dW3wmGYzuQsuILdoq4+uIw8NYXr4YeomEkSyCoFqmdx556G2tYEsMzgo09CgMjsrE4uJNay1VRCZaFSir09GGhunrqod08fehenuuzE9+CCpW29F9/lEOvGhQxhfegm1vZ3k5z63ShMUsdtRpqeLjzUQgEOHVp9vICXiAGzl55w4rCodNXFeHXSxuyFSUpNqUHR2rmfqNTUlpmHSaeFRcsklRZ+haEIhmjTQUpUoJPoqCuxoiNNRK5yAh2es1FeksJlyBbdfi0kII88kGiuTDE5aqTLN0X9oEn90kB22qHgzd+4smAWuxPismZf73expijKoX8RbYg9zv+Ht7KiP0T9pp6uu/PegFFRNwmzUyeakN5SpmSyLa8ZMRHwWOmriRccXTylo2un7Dq+FPdYmGrwBHmces+F1SlTfxjZOI85qgvJ6oqM2Tt9EE7lr3ovv3tuEJXhr6+l/ouPHxcRNCXICMDhl21JrpxSyWejtVdi1S2V6egtCYElCa2oi3dSEGRjtk3FXLmB46SWMjz8Ouo40U4Hj8krM+/bRO+GirW3poux06jgdGtbbv8/AB75MvF+GrptoviqB7T+/j3LiBFpdHdlLLiH5hS+UPP68NkJzOoWHx/JAwTUqXV5HlvmYcVNhcEaDzt6mCEeGnLRVx0tmqMCSqVfPmB3Hwhi1Q0+LAw0ERDXMsnoXm81JDM9Y1wyHUxToqo8XIgte7PNQ40vRWp1A0yiY5RkVkaN02gp8iQQcO4Z5fILjo7vQqiLsvLgKglesW0XUdXjocAVzMSOX7Jij1p+GWiv8PETL+cJt1mFVRSjhFtN6AXQkgp4Uk2Hz65upVSYqXBn8zgwnx+3YzGrhGAen1n6vt7GNbSxhm6BsAq3VCQYn7ajXfoDAaw8LK/Yrrzx9LZ8TJ0R67DXXlPxz77iN1qrTEyI2NWUglZLp6hK6EFnWmJiQqa4+NfMp3ekke8UVZK+4gqEhmWBFFm2oG/Ntt2EesWL2z6EHKsgdOIBWW4v5Jz8hfcstVNUAaGjROGP/9xGIOTBd/RGa+h5HmpujlF/98LBMXSBOH5A691x45hkxdpuH3y/8Pla0AKq8aY6PODadVitJsKcpSveonaAnXZQ5I05eh+FhpNdeo1NVCXubOdZ5C8112TUJja7D0WEn5zQvaTwMil7S0C5PVPIVlSePeqn2pWkOJrCaNTJZqRBGtyVDr2RSVO/yCcZWK6PVFxDddwXnXb74Wq2TSbMQNzA+a+bkhJ2DHfMk0gZBTvJYfP86a0UFZWDSdspVFKtZIzX7xnUtkySxuVmIGzg67EDXpdP2Hd7GNt7s2CYom0RTMMnItIXQrmuoip6EH/8YbrpJGIudCnp6YGxsTXKyEDdgMuprLnTlIqfJjEUa6DLrhVYLgNerMzgoFdowW4HLpbOwIOF2i4U1k5Gw2BXUnTtRd+6kRoVjgzJtzhDGF15A+cEPUHp7kRIJcv39GE6eBLOZho/djO7zEYvBkY59yN091P7FN7C+80rUXbuKnjPPWXSLRSTyLicye/eKJOSrr151rAF3hqmwaUshcJ11cQZCwvo/6EkLU7xjx8RzNzQIkmQw4AE8pOkP2ZDQi9xB8zg24mB3Y7SIe5mNGqmMXMizWQlZFseQr6gcOuGlypumIZAshNHlVIm+kL3wcrQE46tbU+m0OO7RRQdii0V45+zfz3zcRGjeTK0/RZ1NPGb3qH3V66XrQk+RycnIkoaGxE0Hpjg+4lidC+XzUSeNMR2pIuhJc2zEseUqSjylYDO//v4nG2GtvYowU0vx2pCTiXkLLVWnpiHbxjZ+FbBNULaA+kCK8VkzY/YOam8KwC9+AQcOCGv5reDkSWFN/pa3rHmTkRnrKbd2JubMDMz5qHEexu1efXFvatI4dkxhxw51S0WhQECnr0/G7dZFdaOu+DkUBXRdQq+sJHPDDViPHyf5W7+F6f77MY6Po/v9kMth/slPUJuacJ5/Po5WH7S2Mbm/jdC9T6P85AdUf/pa5OrK1QfQ1ibIQlub+L/DsZQKvQIVrgzHRxxbS6nVNJrDLzP+UogRXab+HB+87W1rGqa1VCVIpBWODTuo9acKzp+9i0F3KyslFqNof6xFUPJYSVReOOkm6E1T60/jsuUKZEXTRIaNls4iDfTRFDuCUVKF18mOHaJdufiGZ7ISvSN2vI4sO1aYh9nMKvGUMEaLpxRGZyyFGIT5mJFkWmZXQ4zxWTPVvhLi0L17sb34ImOdb6euIkV9RYpXBlwc7AiX8aIXY3zOUsh0ej0066cDo7MWLt05TyItDN7qln0WtrGNbazGNkHZImr8aSbnTQzHfDS8973w+OMihO2yyzb3QL29InH2uuvWvEnPmJ2Omq2XwlUVTow5qPKkaa+Y4cjE2rdtb1fp7VVobz+13Wk6LZUsKgUCGpMhaPruXwrDr+Fhkr/xG8XCV11HHh7G9MgjhfZOg8NB7uLzyb3vXMb/7wNMhq0433dl8YPv3CnIYp6gLHu8UqtYtVcQzRp/6UmLIqiqqDb09y/W7TuoufVyZmNmemNG2pT1d8Q2s8rOhhijMxZC82bsFhWPI1eShJiNGnMxE1BeC2olUXml30mFK0uNM4pn9Ajy0BBtug4mE3rXDgbN7yanyei6IBdmSUPXRZCjhF4yERsEMX/0NT81vhQ2s1qwZu8dt+Gy5WiuSqJpsJAwUuMv8RgulzAcXERjZZLuUTvRhLIlwejZQkxAfIfbFwmVzayya9lnoaM2fladyza28Xphm6CcAoLeDDMRE/2TdlquuEIsXj/+MbzjHWJ3uhH6+sTP9deveZO5qBGHJbc4krl5hObNzMeMhRHZ6Q1ubzSCx6MxOSkRDG7+Oa1W6O4WkzurkMsRePwe+h8LIXlUEl/5SukHkSS0xkbSjY1Lv4pGMbz0EtbHH6fVoaPPW6j/zlc4ptcyGa1mIWGiJiAL2/VsdsmnpaFBEMeG1RlAHkeOiXnL2gQllxMuviMjiyM1O8R7u2w18buymAwax4ZLtDRKoK4iRWjOxLERJ3ubS1fEzEaNdHbzugpZzdIZfpb2gSF6wxW8lvXi76qn6rJ9+BYrZhLQjGg16bqozA1NWYglDVy8Yw63ffX7ls7KDE5akSTw2DO0VYv8IE0T+pmWqkTBbr5n3EFn7fqvg67pBc74lnNnuOPZIO+88PSblf0yUMr2cq3vcF1FimxOKlTythOLt7GNYpzVBOWxxBE+TOlpl9cLFa4MBlnj5Lid9pYWYSd/223Clr6ubu079vWJ1s5yUecK6LooZW+ltaOqcHzUSdCTXlWq3wjLWzUlhk7WRU2NxkMPGejsXKYriMUw3347UjRK5vrrsTw/ycxv/gG2tR9mFZaLbwHSJ0HOHmPH179Ow5EnUPV5eprPRfedT8uhFzBefpG4Y1cXPPJISYIC0BBIMjRlpbFyUR+SycDLL4t0X0UROpb9+9c9NqdNpa06zuEBF3saI+sKU+MphVjKwNXnzDI5b+LYsFjQl3eHZLn0QrcKyxOMdV2QsvZ25BvfSoei0LY44XN8zIh3IbdqEYwkDMSSCnsao3gcOUZnLEyGxRte5U2TSCtEEgZMBq2wy9c0UWmp8aUYnLKxqyFaON9wzIDTmltfmFtfT326l9GZFuoDKSRJiGZfHVibsJ3N0HWYmDevObVjNIiK1Vqfha0/r8735x7lzvkXSGQNNEUuZY9720V2G2cXzmqC8pGxv8XttnOT58y4yZYLjyOHIuucGHXQVYcIunt4ccpnhVEYIFo6PT0ieXYdnBh1sKNu8xftyXkTs1ETuxqiWy4dt7YKPcrOnZsrvY+MyFRVCXIiTU5i/vnPwWAgfbMQvppuu43ghy6je9JEm3NrbaR4HGwOGbV6J3O33MKj2SzvbqnGP/4Sui3IwJNj5IZkzGZo3OcV4tk1YLeoDI/m4ORTwhjPaBSajIMHN3VMJqMYQ35t0ElHbbxkyJ2qwsDk0ph40Juh0pOhe8yBy5rduNWUy4mWYF+fYAqKsm6CcaH1s0gqTo7ZmAqbcNuyLCSMuO25oqpPXUUKVRUuxYcHnFhNGi5bDrc9V/gcyTJMLxhRZH0VcR6fs2xcRdq5E+sjj5Dau2Sw2FUf59AJL2OzlrIM6GYiprOm2tA9JjxxNsLyz4Lbli2t4dkE/n76Dr40+i8oyOjAUz+4kv7f7Mdt2Q4M3MbZg7OaoKAaeSHR+0snKCB20Q1KkqPDDrFbuuYasbv96U/FlI/JJG44MCC8Tm68cd3Hmwqb8Dkym9pNaZogNQF3pqx2w0Zoblbp65OLpn02Qiol4Zrsw/jQ3chVFaQ++tGC94cUCiEvLJDp7ITeNaUhGyIUWnFMkkR6zx64/HKkRx+lxb8A19STcgfpeWkGDifxZx7Cb01AMCiqKooCL7wA4TAtBjt9TZfSesmpOW1KEuxtjnJi1EG1d7UA8siwi71NkVX36aqLMR8zcmzYQUtVYoncqKogI729p5RgLMti1FWrFv4kR4ad7KyLIktLZZqZiIm5qCAe7TVilDmPqbCJnjGRuhxJKFT70hhXCHuLqlDrwWwWVaoVqPamiCYUFiyGDYWj4ZihKNH3jYrNfofzn4W5qJGjww7aqhNb9ol5Pt6LjIS6UA3uMeZSc4xERrYJyjbOKpzVBMURbefCzPpViNcTNrNKW3WCVwec7GmKIrW3Q3W1IClXXikuzMeOiYmPdaBpMB0xbcrMaXrBxPSCia662GkLX7ZaweHQmZmRqKjYoOeg60z8/GVa+5/HuLOZ7rf9Oi2tetHfLd//PskvfhGAxkaVwUGZ5uZTG5sugsEA114L554L3/42lksvpeOSi6HqfGYWjPQ4GuCZZ2h87N8wSxmorwe/H3NHB1l86HritIgVu+pihTHk/JTQsWFRDVvr8b2OLF5rir7nZlGG+kEDPHPQ0iIE1IZT+6rmtUiX757DqGj0TtgZmbbwSr8Lu0UIeJeTkuXIm88dHXZS4cqQySmcHLdiNmpUejJkcxKZnFzQoWwIWQZVLSKoTcEkJ0YdDE9b2WmJboqY51tPv+zQ8eXQNJiNmjbdXgXwObP4nFl6x20YDXp5xG8FPu6/mh/PHULLCaX6pXWX0uF/nbPEtrGNU8RZTVCe3P9pOrx+jg3b3jAiM7NRY2dDjMMDYrcsOxxw663wX/8lUok///kNH+P4qIMdZRpY6TocH3Hgd56eqslKBIM6PT0Kbre6Mh9QIJfDdPfdYhqn7lrk3/4MKqD3SYiYMgHTnXeSeetbC+JVoxFUdfNsoCxtht8vBK1NTfAf/wG6TsX4OBUHDqDfcgFDqWvI5GSMikaTcxap9yTtQz+m57EAnd4pQVw6Ok7J26a5KsnYrIXRGQvZnEStP7Va6CyCiUS7L5cDWaa1pYX47gM80RMksGMel+3UxlCjCYXRWWuRFikcE197tz2H05YjkVKYnDeRTMvUB1a3WBJphd5x0ZrKkwC3LUs8pdAzZqd33FZkNLch2tqoD7/GiGVvkU2/xajSUJHm6PD6ehSd4s9NhUuI1bc0Mn6GcGLUsSVyshxtNQmiCTGe3hBIbjh2vhxvcZ3Lfb7v01v9GGNJnS++66uYFNMpHc82tvF646wmKD7FidUsCEFo3lwy9+KXAYMi9AivDrrY3RjFMDYsPDn27YOf/1xUUEqu9sKrJOjJlLUbnImYmAqbTpuwbi20t6scP75Cj7Jc+HrDDQycdzOV7uJqSH6HLE1NIU9NkbnppqK/+/0a09MSgUD579fIiEx9/QZVl+lpmJ+Hu++Gzk7RVhgehj17kNwumhZTgdNZmZNTAagI4GvOQsSIGoyijI/Ak08KIzMAp1MQnkBgUz2pWn+KI0MO4klFmLRpmvC76e4WAldJguZmUfVZ9nmwA+01wn00NG+mvWbzY6iqKvQPTmuOHfUxdF2E62VyMm57rqhaoutCTDu1YCaSMOCwqoVd+1TYRCRhWEUYKj0Zukft+JxZzm9fwGpSC/lAVpNakugU0N6O5Z57SPn2Ff06X0VprU7QO24r2cYpRVCd1hxTYdsvnaDkqzjiO5w+LdU4p01Ut4amrITmpbJbW5oGNUYf+92X8Lg2jyK/fgGK29jG6cJZTVCWo8qbJuhJc3Lcjsmg0RR8/aPpl0OW4ZzmCK89m6Bz4gjmm98uFqTaWvjJT4RGpbLYbCynSiwkjBvaf+u62KF5HdkzUjVZCUmChobFloxlHPMddxQJXwESJyVqa5fu09CgMTws09ioYfmP/yiZpeP16vT2KgQC5e8Ms9klOc9yKFNT8Pzz4gYVFfC+98EDD8Di1A/hMLzyimizXXMNWEWLIr9Qz0YEQbj/1SBX7TFgWTbiTDgsYgiefVa8GIoicpiam9ckmgDzEQXn3DCNo69y7DkHO30hUdW5+urSJ7EC9YGlMdSgJ43fVZ4vSp6I7KiPFaocAE2ViZLj6nk79rwXynzMQCzpYC5qpK0mseaiaDZqjM5YOLdVVE+ci46zibRS0KyUzAdSFNC0kgu41SRMAp3WHKF586o04JEZK/UVxd/tN4qHSDRpwGpSiSQMBY+Y04XGyiSpjMyxYQfVvvSGMQ19ITtt1XFib7yIom1so2y8aQgKLF1o4ylRFq3ypvE5N5e3clqPZ2yUvZMvcnT/h2jOJIU1t8slpnzuu08QlPPOK9z+xKiDXQ3rT+3MRoyEwubVablnGO6xbjI/fZZYtRt9mfAVYHxcprq6mGQYjaJrYbrnHjLXXLPmgmw26ySTW+umKN3deO6/n919fRgaGkQlYvnzGI2iCmI2w549YnS4q0sQF7dbmOotlqr8rix+VxajQWd4WhyMQRF5NpLHU5zYm82K0d4HHxQnqetL4tuFBTh+nGRCZzruo2OPGa67iFbZyuFRx4ZjyCuRH0MNzZs5NuxYV2M0FTYxEzHRHEwwExHCVrtFXVNbshKSJCo3mgb3vBjAY88yFzWSSCu0VK3W54i8oNXVLJt56TnTWbmQD6TIi6+nhHifMplVQunGyuTiNFyMvgkbsaRS1NpIZ+WSE1JvBITjRuZjBs45Q+PSFpOoFo/PmpkMi5HkUuRM15eGvLaxjbMZbyBZ2elDXvSX33Gov4zIjrExMSXyjnewqzHG8LSVaGLxiiHLYjTUbIY77gBVZXRGjFiutRvMV00yOWEn/rpcfHQd41NPYf3Hf0QeGsL3+x9m5KJ3oZmKp13icalkfo8UDiOPjqKec86aT1FfrzE2Vt7JzM+Bf/wolm99C8s3v4k8Nkb46qs50tpKet++1STo4EFRVQGoqRHvid0uzNY6O+FnP4MjR4ru0lKVQNUkOmrj1FckOTlup2fMzlR4BfHp7BTTNOeeK97Hvj747nfh7rvR4klOpurpuLxKECOzGbNRY0+jSENOZTb/tavypumqi9E95mBirtgEMJ5SOD4iPhsGRWdkxorflaWzLr7plN9kWubosJO37p/m4h1hTEadREYQ/p4xe6HFEk8pGBQdo2F9XZDZqNFeI1xuGwJJeifE69kbuIia0EuMzKxmplaTSiKt0FqdYGDShvbG5COrMDJjoel0pkmvgRp/mvbqGMdHHMWfy0X0h2zbWT/beFPgTVVBWYkaf5pqX5ruMQdWk7olNfyWMD4uFsZ3vrOwPeyqi3Fy3E5OyyyVZ3fvhtpaUj/4GYn9N1O3q3S7YC5qZGLeTGdtfFVuyxnBMuFr9uKLi9oznZ0qJ06IvB5g3QTkpge/x8D7P0P1Bk+n6+uMHGsahpdewvDCC8RnvTRfUUvq135taarlvvvWfmC/H2Znxb9XPnhVFbznPXD0qHD/vfRSMXGFILj5nXu+EhCOGegZtcH0NHUTz2NTo+Ixa2rg8suLSkBHBpzsDkxC30nhRLt4cnJ9PXs7Ojg+GaDWn9q0AFaWYUe9GEM9NuygOZhgcEpUGdz2XIFYbRX5UeM9TUsVgPaaeEGjksnJHB12YFR0sjmJ3U0xEUo4UVovshIGRS/kA6lBFwP/GaPPZCeVkWmpShQ+28urKLsaohwddhYd0xsRqYxMOiuvTrg+Q1AU2NkQY3pBGLx1LLs25FTpl67D28Y2Tgfe1AQFlrwFogkR0FXrS53Zi8jEhNAq3HzzqkWxvUak4KqatDRx5PXSe8nH2H3sR5Crh2XVBl0XGR5Oa25TI8dbRiyG+bbbkGIxMjfcQOYd71h1EyGj0Rgdlamr04jFpJIExXj//ejXXUJCNSNmZtdGY6PK0JBMU9OS/4fhmWcwvPYaALn9+0l9+tOkBwxkN+HJAgiSMj0tBK5ut2jBuJd5QezaJQSwTzwhko+vvZaGgJiM2lEXFW2hY8fwJBJ4AGpqGN1zBaOyA1nSaalKFLVcukfttNfEkc028V7m309NE6nBTz7JjnSa/gU/aZ+RwHkNJcW361UlfM4s8zEjP3islqZgggvaF0552mdoyopB0UsSnJUaldEZMzaTSveo0Dmo2uZLBopBos09jRYUCcwDkzZUTSrkAy0PJmyqTNA3YaMhkMQgvzHLKX0hEfz4eiPgFtOLPWN2HFaVbE56/TZi29jGGcabnqDk4bQtBXSNz1lOq19IAaEQHDoEt9yypnKvuSrJ8LSVyXkTQW+GoSkrDVUZaHm7EHHeeSfccAPzSQtjsxY6a2NnfDckhUJC+Go0CuGr17vu7V0unYUFiZMnlYJrbNHjzc+j9PeTuu466Nv4+U0myCVzGB99HOXECZBlsgcPkvrMZwqvYy63xZ76gQNCK3LjjaLd8tprolqyHLIsxLTJJNx+O8zO4vbtJmxW8TS4hP7Ebi/cXAQYxEX1ICTaHi5bruB7YjWXWERlWdjtL1rutwCjA1lGD/dSl35O3EZRhO9JS8uap3Ni1M5AyEZdRYpfe8sI8ZTC8LQQjm4lcE/X4dhIecRdkqC1Kk42J3boOVWiZ9whjmHKQkPlJhWZTidSPAZIhZaErsPwtBD5Pn7UxxW753DaVGIplZf7XJzXtrDpczzTGJy00hhIEpovI3/rDECShGNwOGbgqX4vQc+pudBuYxtvFJzVBOXn0Wf5QuDtm7pPXUUKTVsawdxsj35NTE7CU0/Bu9614VhBQ0B4ZPSO25Bllna/+/ZBXR09334M21suYXfrmRX4KidOYHroIbTKyiLH13JQX69xzz1G2tpWL4qW732P5Gc+A4DPpzM7K+H3lyBZ6TTGxx5D6e+nOu1g6sCFeD9zRcnXb3h4WYVlMzCZhKhV18HnE+PHyzE9LXQo8bi4TUsLXHQRNS++yHHXQTwXrJ2ntLxlcXLMxuSCmUp3BqOileVZUddsZNp3Dn2J82itThSJb6U5L7imobISraOLowu1jExbaa1OcMP5S5GPDqvQWw1PWwmF5cLxlIN0VqZnzE5XXfkkuGd8Saibr6jYLSpHR5wkMgZagvHygy337qXhtWcY9lxd2PVLEoV/m40aI9OWwschNG8inVOwKb8MUVlpxFMGjCbxPjC/8e3PJKJJA1fumWNi3oKOxp3yj7hz7nmyqonK2f0cdG8uvmEb2/hl46wmKL8R+hYBj5v3+y7b1P3yvfyFuIFjww7qKjavByjC1JTwzVincrIStX4RXd9atbSgLMQNjCaaaPuYD/P9v4Bkq9CpnE7oOtXT0wT+7d+QL7iA5Oc+tyULzlBI5sILc/T0KHR2Li0YxoceInvxxQWy4/WK4MECQUkkMD38MPLoKJjNZC6/nOx112EHJnoVvFLpxUfXT8EpdOdOES+wcyfEYvDYYxBZNBYLBOD884XXyXI0NeF/YZiZ791NxdV71w1+XIgbMCg6l+4UK9TYrKjS5SsO6x13wJ3BbNRES6k+JsS3nZ0wYWPekWGqP8bgz+dpNTzIje5pmDeD2inM5JY9cEMgSSYrcXTYQXUZ02tzUSPTC6ZNaTvmY0Zc1mzhafNTP7oOczEjC3GFwSkbmi7RVJnYeNrG78ccmSaTK/0CNQSEFiWfjjy9YOTBV/x01sYJetKrKj5lmfidZozOOrhq3xujpRJPG6gPpGipSvA/Bn/OV088Da5RZEuca//rWoa+NITP6vtlH+Y2tlE2zmqCAnA8NbLl+7rtOdx2sfscn7OsOba3Lqan4fHHReVkEytof8jGgY4wibTC4KSVnCphNmqLWhNZCGxffBHuvVdYnZ9qP0pV4dAhrC++SM5gYPrjH8e03Lhkk4hGpcX2jlYQykqRCMrJk6Q++9mi20rxOKbb7kWenASrlcxVV6G9fXXly2jUC1PBpw1zc0K0/NRTYtImkxFeNHl/lHVQeX4Dxyt3UDF0v5jIuuaaVUQmk5UYn7MUuYbmA+80TbzPmi7hsOTWDAN02XKYDAkOD7jY3RBhaNpGf8hGxKVg8Vm49iMWFGVRapxMCufZRX0OIMhKezsmm41dDTEm5swcHxELe6mPTb4qsVmvjok5c0nfHUmCS3bMc2JEeJ+gw+ishZwqU1+R3NACfz1iYTfnCoLloCfDhZ1hTow5CtUfAL8zg8eRIxxf25PmTGAuWklDIAr88hf98Vkz1d6lanBPdhBJ1tBn29FqXyKWjTERndgmKNs4q3BWExTf7EV8cN/Vp/w4DYEkqiqEkR57GamyeUxPw6OPwrvfvSkCEUkYUGQdm1klp0qMz9vw2HKrJyHOO0+0jn74Q+E+63KVf1J5JBKiupNMwsGDJE0mpl97jbVVDhsjFJIIBsXu2OvVGRyUiMeh4t//neQnPwkIHYrpwQeRZmfxqpXMv/VS7K2V6z0sDQ0afX3KqrbR5KREMFjm9nh+Xkzm5Fs5Xq8QqiaTIg9J0+Dpp6GtrayHq/JlCDmvpsoWgYceEiPGV10FBoOIGRh1rmnzLssU3tNoYskwrcqbXlWxy+YkzAaVu14Isq85jKpJtFYnV1f2rNbS4tunnhKpzZJEtdNJsKOL7tEWvM5ckdnZ8RHhD7SR0ddKDE5uHAZoUERujEHR6ZuwATAZNpHJKdT61tDIVFYizc6g11hLbg7qAylOjDqo9QmioyhQ508xHzMWBL356aORaQsB59ymzmuriCSMKEoOq+mN0W6KJI3U+NMMT1tJZWTeo7yPuwJfIqqLz99NbTfRWdH5Sz7KbWxjczirCcpTF3yE9FQ7yep4aWHiJpAf28unym6YfTEzsyVyAkIEuLsxSt+ECAO7uCtMJGGge9S+elcbDIpx2DvvFNMmXV3lPcnsrFi0DAZhSJbf+Q8Pb+pYSyEalamqWnptmpo0er73Mp62NmF/H4mgezxkrr0WvaICL4hU5A2medaqXsViS4RoJZRIhOaxMewPPijiBDwe0RZbKfQ9eFBMV+XFsGXC68guLupmIbSdnRVxBU1NHPVfwe6G8jJonDa14LQ6MWcuCCqNikZWlXFYcjRXJdGRGJi0U+Uts+24QnwLwMICcnc3O6aeZzZp42jaS+NuJ/32PXQ1bUIjsohMViKnShtWQlqrE/SMic9wW00CXadAVGajJsbmlNUpz7t30/j0swwFb1jT/dluztEXsrOvRbzWbnuOWMrATMREhStT+JElnUxGYzZaxcCkC6Niptp3+gWjug6heTtu2+tDhjbCyTEb0aTCyXE7df4kVrNGB9VcmfsWj80dYTCu8Wtv+wMM8ll9ud/GryDO6k+sXTFT3xSle9Resie9FXgdWbyOLIOTVsZmZTpqS+SgzM7Cww8L4rBJctIzZifoTnFkyElr1RKxctlyKLLOsWHH6jK60Sj0Lc8+C/ffD295y9qr+fCwaA15PMJIrAxL9c0gFJKorFwiC/L4OMa77mLPo09z8uIP0fjht6EvH+PdJOrrVYaHZRoaShMSaW4O49NPI4+PA5AdG2PS5yN+7bW4A4G1H9jrFZb1sOn42zp/kpFpi8iX8fvh3e+m95kZmp/+Psol+2C5LX4Z8NizRJMGNA0SOWF41jthJ5lJsaM+xo56ePhVf2EB3jTcbjG9BPgBeR6eeDzDrvQjmLpnxAobCAiy6/Fs+HC9E/ayIhVWfiQliVVEZSFuYGLeQtCzWMVxODClImTVtd+L+kCKoyPFrbVaf4ruUTsOS65I6+KxZ/A7QzQHI9gt9kLVymZWT5sg/uS4nebgEM8cW32+rxdUFfonxblNR4xcvCO86jZ+g4tr7OfweGYe6Y2SB7CNbWwCZzVByaOzLs7gpBhNPF2BYU3BJDlV4tiIA58ju7QTm50Vpf4tVE7mY0amIyZMBo3djavFiXaLSktVglcHhDHVqmvKwYNCT/HDH8Lb307BvlXXhSFYb69YLN/5zjOWPR+NytSk+jD97BFIp9GqqpCjUZLf+kesCQehFATdq3foJhNl6UvMZshklk48ObGA69DLWB7qAUD3+chedFFBwxK97z4SY2PlHXxlpRgFb2oSKcLrjPMuh9OmMjq7ZMQ2OmPBu7Ma+8F3CNL40ksiX2cDYjY+ayaWMmAxLWUAjc+aiSSN7G2KMLVgpmfMTqU7TWMgSTItMzZrKWhatoKxWQuaBje8E6KJSzg2Y6WhIoEjPik+MwsLYmU1m0WC8wrx7VTYRMBd/neqKZhkIGQV4YiLKEVU4imZqbCdClcGP7CRXazdrBJNKEVtos66eCE1vNT667LlClWo5ZlEZqNGQ2Brjq+zESNOa46s+ssxQhufNRNPixZxW3WcuagRj/2XF+exjW2cSbwpCAqIC+P4rHlpp3saYFB0djXEmI0sOneaxrA+9qConGzSlCOaUHj0NR/X758RmTxrwGLS2FEf4/CAi3OaS1x4a2qEIPcXvxAmYzMzYopozx5Bms4QlJ4e5u56kTrSGDorSd16K1itGJ96ilwgAHY7AbuY2HG79VUTy3V1Gv39Mq0bGK1JCwtUvvwy8TtH8NuSjGQaaXznTlL1V576SZx/vqhAXXedyOMpk6AANAcTDISsOG0izE4E90nCIyWTERU1SRJEZVmAYDYn0R+yIUlQ7U0V9E3hmKgk1PiWfpevAE7OmxiYtNIQSGE357ZsXd49ukgAFkMGi5Jxc420Xb6s4pRMwsmTYuRa00CS0GvrmLadz67O8iuTZqO25lTOcqKSFw+nszIn7Oex0DODVmNfk1dXedOMzVnpshVXcnbWRzk+IqqO6xGO5ZlEqcxSPpBBFsGi5ZAVXYfJsHlxrLv0388EogmFiXnxhVr+eQGhvzndwYTb2MYbBW8aggLC2n42Ylwzqn2r8Luy+NUpBn72MrnrPka7sjkCNBCy0jth46YDU2VZ1RsNOnubIhwecLGnMbKaC+VyQlNy771Ce7CJ8eayoesoR49iPHQIVBW1rY2p699P+06Zwn46FsPw8stFVvitrRrHjins3FlMwtY6PCkaxXDoEMrgoHhalwvPRRfRk70Ge5tKpk9Gqz9N7qH5BENFYbMBTRaTxmzUSE6VaK9d8dkymUQ7bX5eEMfaWqY6LiWcMBXcWfPnn81JnBy347bniiZ/liPozRBLJWmpElk08zEDDx32c805s2Uda06VODrspLM2VnLUt7EySTq7IhnXaoW9e8UPgKbR+1KUjsH74eTi+Tocoi0UDK77eQu4M0yFTWtWMyVJ6FXyFRW9uYXq5x/h4cM3sbsptirBeHLeRKU7TTRpWFVFMRp0qn3pQsBjObCYtIJfTDYn0TshzPZKOQMvx/KR5zONlRNgpRx+wzFDsZ5nG9t4k+FNRVBAkAmTQSut5dgqwmG47z6aP/5eMlqao8MOKpwZgt71S9+JtEJ/yIbDkmV3Y2xTOTqyDOc0R3h10MWOuqgQNq4Uvl53nZjg+NGP4KabwGY7tfPUdQwvv4zh+edB11F37SL1iU+AwcDUlESFEWDpHKzf+x6pj3981cM0N6v098u0tBQvjpIEeiSG6flnUfqExazudJK98EKyK3Q1yoAYOT7t2L1bVAkURRijGcsbTRXJvaCz9sKsub30XfgR9NExAnfeRsfFO6C1tfD33nEbOhI76ssbZ5ckCpWT+aiBO54N0lkbI+DOrOlzshA3MDZrWbPtkYfZuJSMG5oX5mvLbx9LGzE1VGE8f9mUXCQCJ04sBTDmnW9bW4teR58zS/eofcN2a1FF5WmJnC4joXNi1IHLujRNF0kaCXrjuO05kdGzooridWSJJRXCcSPWTcqfjIZl+UAqBWdgSRJVs/x3dipswu/MrFk4VdXT01UNzZuJJg1IiOTn9Qq1k2HzdvVkG29qvOkICohSdlt1nFf6RX/6lC4cCwuiUvHe94KiYFps+0wvmDg67KCtOoHZuHqXOjhpRdMldtZHOTbipCm4+bAzSRIk5bVDMdpGHsEacIgU5OWLal2d0Jz84heihdHcvLknUVUMzz2H4fBhkCRy+/aR+tSnVl1tFxZk2tuXdq6GQ4fI7dqFXiLG2GoFm23RQdYSw/jccygnT9KpSQymq6l/+w6yV1+97i68qUnjyScNHDhwmneIra1iCmfPHujuLssIT9fhyJAYJ+4ec6zS185FjcxETMiSLozZajxwwduEWPmnP2Xi3BuZNwRoXeOzUg68zhxvv2CS14ZcJNMyPRGxkDYHE4WpnPFZM1lV3hQxr/GnqfKmOTHqwOdYIt3D09bVj+NyFcS3gCB4g4NCk5XLFYlv7RZLIUtnI0gStPrmUf0LxFJifNuoaJwYdeCw5JCWkWKnNUckYVg14VQfSHF02InfvvUvu6JQICuaRiEfSNUgk5M5p3nt73AkacRt25oWJJFWGJsVLZxKd3pVBakUogmlLLfibWzjbMabkqAAmIy6WNwHnXTUxjd2tSyFhQW4556SmpOAO0PAnaF33FYoWYOIq+8L2WkMJHDaVFHJqd9CEmte+NrXx57GRo4ffD/1lWkcxhIXJYtFEKjHHxdTPJdfvu7iL2kajmefxTI5CbJM7sCBotyblZiakqioWPb6JRIYn3+e5Be/uPrGiQTGF16gqbubE5M+AvVptIsvIHvllSBJpPpktDIC/yRJrH+n1bQtD4tFCGYffbQsgnJ8xMGuBiFa7qiJ0TMuSv0DkzZyqoTXkV1dgpckIjsvZMx/KVWvPcBOQxSC1wBbP6F8Ve3osIOGCjEGPzQlxOGjsxb2NEap8W/e1TTvrDwTEaTbZlLLE+YajdDeLn5AfGZnZuDVV6mLPEl3OEhn5fyS+Ha9ckBHB/LQIM2X1iBJghwAWE05jg57MBl1GgJJav3CF8VlW03C2mvi9E5sfYJsOWR56Tt9ZMiBy5oriGzrK1a/xuGYYVPat7wOR9UkbGZ1UxEFgDCW3K6ebONNjrOaoHw3/CB/XHHrmiN0kgR7m6OcGHVQ49uknX0kAnffLRZ+w9ovU1tNglRG9PMzORmnNVeY0JmcFxMQm6rg5HLwzDNLwtd3vQuAHSQKEx5rjlNffjkMDMCPfwzveEdxtk42C4cPY332WXaGQsybzbz3ttvo7u7m3nvvZcc6hGZl9cSyvLWTSmF84QWU48dB19GtVnIXXED2sstoROLIcYWd7cWkKl9C3wjBoMbIiEz96dKg5HHhhaJNUYaqsT9ko74iWciqiaUMjEybyanQWRsvmWGjqiKzxmnNsaM5Bc2XLX2egkG46KJT0gztaohxctyON5elviLJ0WEn+1sWmFowMx8z4nNmtzSeXOHK4LVnuP+VALsbopvXN0iSqKAsjntLY3Y0zwxy30lB9PNvfF2dIC3LW5LNzTQeu4+hqVaaq4T+RtcpbACcliwnRh2YDeqaVRSbWaXaG2d01s87/uzP6J2Y4Jn//b/Z3djI6MwMn//mN4kmk1y+axd/+sEPlnVK47NmanzF0QEj0xYGJl3MRquIp8S1QdWkslq40wsm5mOiAtocTGwpCDSRVjb0fcrqOb468V/8Yv45JM3K30x0cI37mk0/1za28cvEWU1Q/sf0f9Lgq+Tj/vW/eF11MfpDNtJZubyRyUgE7rpLVE7WISfLkRezpbIymayEIuvMRk3ll9sTCXjiCeEGeuGFqxN3EZH3fRNCOLdm1kpzs1gEf/5z4UQ7MyPcaI1G2LuX5MGDHH3tNfbv2sUPfvADvvKVr6x7WNPTEn7/0sXQ8PTTkM1i/tGPQNPQLRZy559P9pOfXNUWkoCGBpXBwaWgv9pajbExmbq69S+w4bBwjw2Hz8C4tNstqmMOh3jd19DujM+acVpzOG2iUpHOCgJ67b5ZTow6Si4uAyErWVVepenA5RJi5pERQSD37ROL9BbRXhPn2LCDVwedXLVnFklamgKajRgLu/2GQHJT1cOTEw7eun+aaFLkVDVWbmxVvxbaquP0TlTQsddaJL5lbEy4+eYN85xO6OrCSK7ID0WSRCX0il2zjM1Z0XVhaz8+b+XosIO37Jspeo0r3WmGQibctiR/+dHf57+e+GHhb7/73e/yz5/7HLV+f9nHn8lKxFIGavzFlYr6QAqdCH5niGjSyMlxO4OTFgLuTElSl8rIBRFvhStTUvC6GYxMb1w9+cr4f/IXkz9GB2Qk3vaTtzH8pWEq7eu7OW9jG28knNUEBWA4U2LerwRaqhKMzVo29pWIRoVr63vfW5aAcmTaQjorF6omui6MnPpDNq7fX8ax5YWvRqMQvpbQdCxHa3WCoSmR3VNShJhICF8Oi0WcR1ub0KjksWhwZjQaqaio2PDwwtMqOyLPYThyRKQPP/ssid/9XdRdu8pSBTocgu+FwxIejxg/Lkf8Ojsr0dqqoWla4b6nFTU14jU6cqRYV7GIuaiRWFIBSWI+ZqS+Ilm0a7WaVBJppTAyPjlvYi5moqkysf7utr5e/Lz8MvzkJ8LZdj2DuTUwMWfGalLZVR9lcLLYd8TvyhZGi/PEyqAI0eV6hZv5mNBRSJLwENnZEGNw0kpoXiq0OzaDfOLxql/mX4M8IhGhB+rpQZq7HyoXCuLbTM6O2aQXKioDkzZ0HRorE7zY68Zjz9JaLc5LUcRGwWlN4LK5C+PO2VyOwakpvvyv/8pUOMyfffjDXLxjx4bHf3LCvpiNtTaqvElqAnEkdJIZhcmwaOH5nRliKQOZnIzZqJ0yKckjk5XKqroMZ6eRkNDR0dBJq2lmE7PbBGUbZxXOaoLSZqrmk/63lH37Wn+K6QXT2r4SsZgQm5ZBTtJZmd4JG3X+YutuSRKeC7sbI4Xck5LVjqEhQSS83tXC1w3QWJlkdMbCxNyilXcsJloWkYhQqJ53nnA8BWHe9tOfCmO3cgQd2ayY5HntNaYjZqpNRvRLu0h94hNYvvMdYn//9+grbeQ3QE2NxokTCi6XumnBcmWlTm+vgsdzmgWB+/cL8XOJNk/vuI2+kI2d9bE1dQVNwSTHRxzUVyQZnrZS6cmsOTZcEueeK6oKjz4qKgnXXssq85g10Ddhw2nNFUhJOGYQ0y11q58/n5+TH28G4WRbityWCgNsCiYLLczCSPImUFeR2tibyOWCCy6A2lqk15JoVx1EHhqABx+EWR+4pyAQQOrspKVK3KU/ZGNqwcyO+hg9Y/ZCsvLS88aJpxRyqsRMJMIrAwP88Pd+D5PBwE3/83/y/Ne+tu5xj0xbqNuEQZ4kCa8Wk0FjNmqid8KO3ZzDbNJPa15P/6S9rFHn3628hQcjhwnlRCbVJ/Z8YjuLZxtnHc5qgnJ/w59Sayq/ZAtL8farLuixGNxxR1nkZHTGQjKjlNxdZbISsaSyWIJNMzFn5uiwg87aOAZZKwhfT9Xxtc4QYuKxHkbjKeqCWUFKStmWt7VBVRXcdpvQqKyErqMcO4bl0CGhfzEaxSTPxz5GaMBMe7uKChheegm1uXnT5CSPzk6VEycUduxQqazU1w0AXDmyKcs6uVzZ3bbyYDAUeaFkslJhdz4fM3L9/pl1765pYsxT09lwl70mFEUkJMdicN994PPBJZes+ZnQNDg67KSlKlHUdvE4cpiN6zgQI8Zp87v4+dhSC6iuIoXNrDIQsq6ZhWMxLY0kT4Ydm0r9tltURmfKI15UV9P03F0Mzu2hJS++HbdDTVwEcx45UograDGbsVTuo3e0GbNFot4vNFpD0wY0XRyc15Glb8JGZ62dtupqGhYrVUaDgZyqYlhDtJtMy2RyctkaHGHGZ0XVROt1peB1PmYskEOnNVfWlE4p5FTROi7ntd9ra6Zv97d4fr6HnpjK+675IrJ0Ztylt7GNM4WzmqAYpM25ueaRj7cvXNATcUFO3vOedclJJivRM+6g1p9aM9ejZ9xRZGNf7UtT5YzTfWcf1oUQjRfXFoSvm8bsrBhdTSbB5aL6mguYyvkYyig0etaZ3nA44P3vhwcfxNTdTfvEBM4//3M0iwX9xReJV1QwfvDg0pTF1BRztz+JpMNcfxopm8V7993MvfOdYiHdIqxxI0deMlJTkWAs5MRYVXq6aSjkoL4yxpxwt8etwyuPOWmpWX379Msv452eJn74MNObTHtWFIXwy+NMZV9DcVpo9MxzdKqKXZUhpp9b+37DYQ/pnIEd/ufpHalgOlRem3FdVFcjz81h+bu/I9PQwJxjN7ahmCC1QCxjYiTsoSswRWIKSjVcKjWJR14L0hWYwqisrzvJ08yeYy4WUhamE3Yubxogvs7iZwQ8msRThyvw2RIE7OW1LbS4jcEhA02VG39fDbOT5PqHIBomnVMwRWwQX3zfq6rED0A6Tc3Ii0ROvkKXY5T+eBDdW0mdzcnzs16e75aIJ9PYjOO8eLITp8XC8aEhjIpCLJlkam7toL/uMQ+dtZOMr/O2zszPMxf10BdykVKtNFUmVxv4LSKf7wUiyTxPDu2WMqelFtE7UV71JA+bbGafpYVIcr7s+2xjG28kSLp+pgyazxwikQhut5vhf/kX6rfQv89D0+BIt5GuF/4D0/tvWTdYb2zWQiyplA4PXMTwtBW3Lbu081ohfI25ahiatlLrS5UfbDg5KfQK6bRo2+zfv0rUORsxEo4bN9YJjI9z2+8/RiD9Ki++YzffevJJRufm8DkcXNrRwYVtbYWbhhaqqXJPALDn+HFONjeTKrMFsR5mYxXYTDGiKTeVrsmSt5mKBFf9bXKhiqA7tOq2/slJolNTqDU1yGXGD2i6zHQ8CEhcPPQCuDX66uoIRWvx2yYxKqXfm2jaRSzjwmedxmxYNBFLuZFlDYdpC6PkayA4OUluJEu4LYjqMRJJuUmrFgL20q/Xcug6jEcb8NumsBjKW/wmonVU2seZSYjXxGJI4LaE171PNO0imnYTdIyhyBuLcOcXqvj8VTU4N9BY8fLL9HgO0NGcpXfGQ4svvG6RcSJix2rMIesqE4NppsZm+En8EHf19BAKx3BaXexr6sLvdPPk8SdRNY0rd+2is7a29HHGKrBbopgMpascqYyVeNpNKpMlm+rlKx99D3XB4Jbcq2NJhfE58Z3aKB9I04S2bbOjxQvxOI/Pz3P5Bz+I+xRCPLexjdOF/Pq9sLCAa4NN5VldQTlVyKkEe1++nWMXfZz6nIqzRK84p0qFMeX1djuJtEI2Jwlysobw1YHKroYYY7MW4WNQGyttDTE6CocPi5ZLMAhXXbWufsTvyqLIOj1j9rXFeM8+y3RIxfLOywk/O8R5U05+eM89Jcddw2GF3Sr4/SqWY8cw7t+P7+qrSzzo1nDypBmfL4fBoON2r17choZMNDYWayQSCYlIxEBVVbEGwnrkCDlVJVWGn0k4rLCwoCBJcLBOjH/7bg+izM2Rvv4z7HCquFyrjyeZlJiYMNHuyeHzrf6M9PebaWk5fba3k5OT/Pxnj/BBiw0pYST99qvxNW7OP2VoyITbrW6o3ZmdNdAh63i9S7eLRmXm5sSlIRDIYbOVJiC6DkNDZqxWjWBwbW3K9PQ0d37nQaaDjThrfOsfeEUFyhPjaK270O125A38QaR5M4f6XZzTFKHznDTO6Wm89/Tzg3e+kyqvF12HkRknQ1NOvvyud+NfZ/w6ljQQjpupqyh+TlWTGJ4WacoOS4aAO0Vofp67n5lEPgUXSIe1OB8o3wYqJWjuC9k37ZWyjW2c7fjVJSiJBNx+O7z73ew0Z+ibsJHJLU0/gBANRhKGgknXeugP2ditvwY/e0loCdYRvtb6U9T4oHvMgd2cE8ZPQ0Oix66qYsLkuus2JZz1OHIYFJ3jI45isWY2K6Z5urro91xEw9hTPNUZoLk6gP7nP6Tq619cpXmIRhW6ulTIZLC+8grJ3/5t7GUfycYIBKC3V8Fg0KmqKl78pqYkduwAl6uEeLVXoaqqeME1TIgqT26NHbGuw+CgjKZBMKiza1fx40of/CDRL/0VjQ2VBKtW37evT8Fk0rnssrWrBDabRDYrBL2nC1aHkRM7PsQ1BxUq7vg++piX9LveVXZIZW0tjIzIKAqrXuM8dH3Ze70GJiZkEouFgeZmbVU1o64OIhGJiQmZ+np1zbQFj3OW0Vk7LTUbHLjXS6P2FINTF6x5k+UmZ0FPmn3NkSIhqsFgoMrrLWhOGivh0p1Z7nmxDbMxSVMwWTKw8+iwg4t3xABxEvn0aUXWuWxnPqPHDDgLz3O6sDzhOpOVCmGGsqTTVJlY5V68jW38KmDTH/nHH3+cm266iZqaGiRJ4vbbby/6u67r/Mmf/AnV1dVYrVauvfZaTp48WXSbubk5PvShD+FyufB4PHzyk58kFnt9QrgAoeFYJCf5ykRrdYJEWmF81oyqCmtzk0Gjs27tlg4Aus7AI4M0PfNfonJyyy1w5ZUbkgsJna7ky7gf/wXH/v15IqGECJx75zvFRMMmyEkeDqtKU2WCI0PiAsrUlPDcuOYaTrrPx2HNUekQF8HcZ9+Pt1Jm/EvfEJWaRczPS3g8YkGz/L//R+ojH9n0cWwERYFAQGN6evXHLxqVSpITAKdTY2GhPHVmJCLR1yfT3y+M3lpbNSoqVj9uWPaRNjmpjvcV/X5sTKa3V6G5WaWhYQM9h/f0+rUkkxLz836qq7M4quykPv1psgcPYv3Hf8T45JNlP059vYYs6wwPlz62/n6Ztrb1KyzV1eK1a27WGByU6euTCYWKH8/l0unsVJmelhkcXP91KKehbJA1VJUii3sQk3Pdo3ZOjttpCCTpqBX5PNW+NKHwxu3Ht+6fRtUkZiImukftYox8Eb3jNlqrEsSSCj1jdnrG7DitIqSvtXrtAMEzAZNR5AO118RprEzy6BE/OU1MYW0y43Ib2zirsemvXTwe55xzzuGf/umfSv79r//6r/n617/ON7/5TZ599lnsdjvXX389qdRSe+RDH/oQR48e5YEHHuDOO+/k8ccf59Of/vTWz2IzSKXERMu73rWqbVIfSDEXM/HwqxXsaogWVVNWIZeDJ54g+qN7kOw2HO9/m5ikWY/NaBocOyZM1O64AzIZXDdfzc6PH2ChdT/HJzxop2iaajVrdNTEeOWuMfQXX4JbbyVu8mIyaJhW+CeY/+gLBOxxxv6/70BGlL5nZmQCAZFkrFVWop+Cxmc9+Hw6oDOz/rBMEYJBvSSpWY7hYbGIJhIiWbm1VVtz+iedhqkpmap3nIP5ttsAmJuT6O5WcLt12tvVcgsWVFdrjI+f+io2MyMxPW0kGJwsckjWGhpI/uZvohuNWP/2b5H7+tZ5lCVUVuq4XGJUezliMfHxL7cIIMvQ0iJeT4dDp69PvM7R6NIxNjZqBIMa3d1KSSLZFIjSN1FGoGV1NZHhcMEpdi4qpo4m5kQ4XkcJB1+PPVtwaF0L+QDAbE6isy7OfMzIiVEHQ5MWJubNDE9biSQMdNSK51iemvzLgkHRqfOn2NUQo7UqzuCUrUCgsrnTnGC+jW28wbDpGuUNN9zADTfcUPJvuq7zd3/3d/zRH/0R71w0B/ve975HMBjk9ttv59Zbb+X48ePce++9PP/885x//vkA/MM//AM33ngjf/M3f0NNzUY14FNAOg0/+5mocqwQfKoqnBgTviV1/iQ9Y2sI0hIJkXmTTsNFFzHU0Fo0tbMKqipaN4OD4grZ1SVs6FcQmfpACk0TbR+XLbcpdX8RcjlMd9/FnuY2Djvex14iDE1ZqfalyakrLmiyjPF//BbBP/1bxv77v2P70kdwu62QzWK6916Sv/3bWzuGMnHhhSr332/kuusEEUylNrZqkSQdVS3udMSTMqN9ghzU1Wll2b3oOpw8qbB7t0q25Qb4r9vp6VFwuzU6Oze/MDmdOhMTp0ZQhoZkzGadhoYMhw6Vvk3u4EFyF1yA6Y47kO+/n/QHPoBearx8GTweHZNJ5ehRhZ07VSQJxscVOjq2tgA7HDoOhyAIoZDE1JQ476YmDatVjJRPTMhMTRVXaAyKTrKcRXXXLsL/OUZFyw56xux47CWyjlYgH3jo2uC9d1hVYimVyXkTJoNGIq3z2BE/57UvrB8j8UvC4KS14GWzPB9I18Xfsqq8aFy3OcfgbWzjbMBp1aAMDAwQCoW49tprC79zu90cPHiQQ4cOceutt3Lo0CE8Hk+BnABce+21yLLMs88+yy233LLqcdPpNOll9qORSASA/zN7O1+r+GR58/3ptDAsu/lmYWa2DJPzJmFLX7/k72A2asW+EiWEr6IsXOLCmc0Kv5PRUbGS7tpVkpSsRD60LRwzcHTYQWMgubnE0tlZMQZ8ww0oXi/n6BEeeKWCc5sXmImYaK+Js2py0mzG+P99jqq//Q5P/Y97uOJr12L+/k9JfehDp5QXUy4aGlR6exXa2lTGxmRaWta/yDY3awwMyLS2iopFZtSGxaTSevHmLs7HjonFWtehf9CIMxOgozFxSumEdXUqw8Pyhi2hldB1OHFCoa5Ow+nUGRvb4A6yTObmmyEex/Jf/4Vus5HeIDPKZoOuLpUjRxRcLp3q6tOzmFVViUqYpuW1PhI2m05NjUYuBz09CpnMEpus9qVFvo2/tKhY06AvHCCTGieSNLCnqfzWr8eeZW5h7Uk8EGL2SMLA8JSFnY3isT9wxThGg05o3syJUQsBV3r96unriHRWLkk8JImCUZ8QAgvHYIAaXwrJlOC3R/+FO8PPY8LK/xmq4pa9q6+t29jGGxmnlaCEQmIMNBgMFv0+GAwW/hYKhaisLLZbNhgM+Hy+wm1W4i/+4i/40z/901W///u5X9A5U8vnAjeuf2DLyckyFZ+mwfFRBwFXZpWDptWssashyqtPRdkZehhjhbtI+BqOGTAbtSVb83RajANPToqFYu9e0fLZAjyOHB5HjKEpK6OzSnnGWIcPi5yX97+/UF7QNKjzpwiFLeveX3e7ib/vg7T98AGGv/wd2i4PoFdVrX2H0wiLBcxmjakpcYAbnWc2C4OD4vyqqjTcdWJHuZl9b1+fTHOzyuSkaFG0tKjYbr0A+bvfJfXZz27lNADx0UqlpLLDEEHIofr7hVC13HZSAXY7qU9+Enl8HOs3vkFuzx6yV1215s0VBXbsUHnwQSOXXXZ6F+B8CwggHheCZkkSIujhYYnp+WpyqoTLlmNizgwUE5R4SmFs1oIs6YL0e+ZgjXHvtVDlTdMzYl31+7xFfk6VsJrUQgvnsdd8Re2iKm+aKm+aqbCJE6MO/M5MWdldObW8oMDNYmTasqbf0nJIkshcymNs1sIfH3uIf5vtQ7dnkCxzvPf29zLSPEK1s/q0H+c2tnGmcFZM8fzBH/wBv72s3RCJRKivr4fQHnrsNnqzgnSYjRq1/lSxoG0NcjIVNjETMbGjLrZaAKfrcPgwSn8/exsaOXbBh2isTOIwqoU/j8xY2ROcgidfFJULk0nYl1944Wk778bKJDlV4tiIA58jK2ztV0JVRVJsXZ2ws1+GnnEx0TMXNdI9ZieeWnsFnDTW0fWuc9D/6h/pfu1SmkOh14WkNDaKioimFWQwJTE1JRGNShiNcOBAlmhUxr6F0aLRURmDAUZHFaqqtEIlIXPTTTg+/Wk4BYIC0NSkMjCwcSUIRN5QOCyxa9epaR20mhqSX/wihpdewvq1r5F5+9tR1wgi7O9XuP76LP39Mj6fjtd7+hdWu51Ca2dqSiISUQCN3pALxWjBZcuxEDfgtueYCpsIx43YzEsjt7oOel090ugo1G+cF7UcbluaRFp8MGYiJuaipZODdR28jgyzUdOq71WlJ0OlJ8NMRBAVrz1D0Lv2hzN/LpuBrovqSDKjkEgrpDKrq8BrRXLkhcbrkeCwGkWSdPRwI3rVEVRdJZKObBOUbZxVOK0EpWpxQZucnKS6eumLMDk5yb59+wq3mZqaKrpfLpdjbm6ucP+VMJvNmEuU3nd7XHw0cFnBICmVkRmcsi0JTbNZuPch9Gs+RIVmwEsWXYfjI2J3tCppOJeDQ4eErfY558C73oUE7ELE2/tzGXzSPD0PDNOp94PdKIzTzpCQFETffleDIBnHhh3FI5Lz84KcXH/9UvbOIuaiRjx2Efw2FzNx8Y4w3aN2jOnVr+PCgoTTqWF45lX0995IHTYG/uEhWj57OdryULczAEkSF1yLhSLBJQjulZ8KCQR0KiuXFv3Jyc23n8bGJIaGZFpbVRobVxAIoxHMZqS5OXTfBl4d68BkAlWVNhwLHRmRMRqFkPd0Ibd/P7lzz8V0992YHnyQ1Pvfj77sczE/L+F2a0iSeN6REZl0Ot+mOTOorNTJZtNUeCaxmjQm5gQhyeRk2qoTBNyr031D82Zqzg0yedcL5A4ENlWdcNkyjMy20h9ysbdJX1O7cnzEwe7GGLGUoWDzn81JJDOK+EnLqJqEUdEYm7NweMCFw5ojuJhhND7nZC5ayeCUk7TqotaXZDYiyFCeOGxEJMxGDatJxecQ8RvLPy/js2YOdi4JhTeLv/ZextG+R+hJ9yIh8TsHf4cO/9bTs7exjV8GTitBaW5upqqqioceeqhASCKRCM8++yyf+9znALjooosIh8O8+OKLnLfYAnn44YfRNI2DBw9u6vnu2v0JvA4Trw3a6KyNYTFpSzuObFaM2H7oHeDQmYlIPNfjYTZqpCUYJ5o0EE0Kj4Na2zympx8tCF+57LLiJ4pEaD/+EMMhEyGDG88FHZhadp7KS7Vp+JxZfM4sAyEhjGufexapvw/e976S2oPQ/Orgt866OM8esRPPFJcepqZkujiBbreTueUWbLffTu31HfR95xCtH82gtbae0XMDIZDt6lLp75fxeHTm56VC26DUBd7h0IlGpYJl+3rQdTh6VCEclrjkktyaC0bu3HMx3X476V/7tVM6l9ZWlf5+peQIr65Dd7dCdbWG230GiIEkkXnb2yCVEvoURSH9/veDycTUlFwkAK6v15iclLakm9nCYVHjjZFS/ZgMOs+ddKHIGhUljNNiKQPVNTJG8zRHhx1Ue9MkM0rR1MpKEjA+ZyGbk5iPyliNfcSSBuZjRuZjxlVEYXrBhCTpDEyKiupk2MR0xESVN4PVpOKw5Ai4VrfcwjEDobAFpzVHY2UUn3OKpsooiWxy0y6yGyGaNKyp0ykHbZYaju78J44vjHAkkuHGi/5b0VTYNrZxNmDTBCUWi9Hb21v4/8DAAK+88go+n4+GhgZ+67d+iz/7sz+jvb2d5uZm/viP/5iamhpuvvlmAHbs2MFb3/pWPvWpT/HNb36TbDbLF77wBW699dZNT/BIkoTTprKnKUr3qFD7B72ZJXLyjneAw4Gui5ZOQyDJgY7w0gPMzJB74hBj2Uqy+98qWkA5YBxYWMDR/SJBJpHcLjhwgHqHk8eO+LA7ksA62TdnEM2VcbJ3P8Bxww78l7+XoGH1Bb4/ZKM5KC6Y0wumokWgxTfHQyftzM8r1NYuVk/sOUw/+DnJL38ZgMzNN+P87nepe+9lnPz+q3S8K4lahlPrVtHQoHHokAFZFi0BTYO2tvUXzKoqjd5eZUOCEgpJzM2Jremll66/G81ecQWW73yHU/WElWUxbZTNFtvZpNPC+K29Xd2Kzc3mYLGQ+vjHkSYnsX7rW/R6zqXhXRcDxYtUMKgTDgtdzkbVHE0TRDKVkkgmJdLptasFy//f32+hb2wHz3mC7GvTsVtUrtw9z7ERB/e/VIHVrGIza9T6k5gMOsPTVmRJR84GiMd0LEENryO7arR4LmpkJiJEsQc6wlhMGuPT05wY6cVm2Vcy+kFVIZOTi8wMW6tF0GDAlV7SlJVAXhsWTSg83+smHN9cUGm5mJw3lUyb3iwMkkKDMcCgvJ3Fs42zE5smKC+88AJXLRPi5bUhH/vYx/i3f/s3fu/3fo94PM6nP/1pwuEwl156Kffeey+WZWO93//+9/nCF77ANddcgyzLvPvd7+brX//6KZ1IZ12cqbCJ4wMWup7+AdI7bgKHg9mIkVDYTNdyW/mBASFo9fsxvP2tNOZXi6lBeOklsZJ4vUQvu5C+tAcdCaLQ22OjJRhnZsFIOG7gnObTl79SFiIRuPNOjNdey87KSmYicGzYQUtVoqD0T2XE2GH+QhuOG1dZZFfYpkinZSYnJSIRmd3P/j/St95aVItOffzjuL7+dep/7YOc+P4L7EinyW1R9Lv+KUkMDMjMzUlccolGS4uY/CgnvViS9DVbKXl308pKDU2jLJ2H2tkJsoxy9Cjqrl1bPCOBlhaNkyeXRnnn5iRmZ2V27jx93hq6Lj6qqZS0SBqKiYH4dzXpa77I3HODyH/x70xdehlqe/uK2wji8cADRlpa1MLHYCXZkGXRirNYdPx+Mc693qY8FJKJx6GiIkdr7XEu2eGhZlk7VNUkOmrjhZwrs1Ejq8rIkk5LVQLpQIDcwHFce5bajDlVoj8kKh9ex9rjxx57mtmIfdU0zokxBzvrV08GddTG102DXg6nTaWtegGbOUbvhBsNy2mtoMzHTcVJ69vYxq8oNk1QrrzyStbLF5Qkia9+9at89atfXfM2Pp+PH/zgB5t96g1RaY/ju+tnHD33w9RJMqFRC25bll0NMXGVffkVQU4aG4UXijCEgFdeEVWXQEC4wC6SKSfgXMyNnQqb2N+yQNCbEaOpE1buej5AR02x06zJqFPrS25+ImMjHD8O3d3w3vcWtuUVrgwVLmHTr+vQVpOgP2Rbra0pgaqqLJGIRLJnDEwmtLq64htIEslf/3U8X/safPrXOfbdZ9iRfAr10ktO+VR0XRiq5XLCP8Th0NmzZ6mk3t6ucvy4suFi3tys0X+Xjba6pcUhlxNCUIdDuJueOCEmZMqqbksSaksLxiee2DJByWaFE2wyKUzXVFUmHJaRJKisFILg5V+flSQAYGrKxNycj/FxI/39chGRWH4fEJoXq1XH5dKorCxN1np6FC75WAPoH8N0//0od99D6n3vQ18xTdfZqRXGr7fq4q7rLIqeJaqqNKqqdMbGSleumoJJBietNFcJ/cfJcTs+RwbVK4LxMOwkMvgMObWB0LyZRFrBoAiX1Y3ezwpXiqkFcxFBGZ81U+NLr3nfnQ0xjo04xPWiDJgMadqqF5iL+zgx6sBsUAujv1vFTMSE33nq1ZNtbOPNgLNiimctRBIJDnz5yxwbGeGZv/gLdj//PIabbkSdmaHyI5/i9v/+DW7c54fHn4aZGSF8veUWGB6Gu+5ayr259tp1k4xVFaYjpsKFS5KgtSZJYzDF0WEnuxqiBSFfOiszNC1yQmDJrltHwu/M4HNucrxT1+GBB8DjEZNIJdBanSCdlXnsiI8qz9JY4uS8iUr36oaFpuv84R/+IaGJBVpSSVz/fjdNpR7YYCDx+c/j+cY/0fwbv82xfznErtRD5K69ZnPnsIh4nIJN+nJDtWhULGYTEzLV1UJz0tCgMTQkrxazLoMsFy/cg4MyqioIjmgtyFRXq0VtiUxGvH+lFn1dB1OuCWlmhnS3uipuYK37LP+/wSAqDHY7HDiQ45FHjFxwQQ6Pp3y9idmcweebo6YmW9Y00HqYmpKoqNAKB5i5/nq48krMP/oRkqaRev/7C4TcYIA9ewQ5bGxUNzUllUxScNJtatLKIuhmo0YmJ+5jNOjsbIjxwkkXRoPO7oYo8bSBOVXm/z1cw76WCDvq45syI/M7M8xGjPhdWdJZmXjaQI1/bcM3g6JT60sxNLVkjlYOLCaNthrxHTwx6sCoCC3cViQfM5Ht6sk2tpHHWU1QrCYTd/3Jn/C7//qv8MAD6B/4ID2Rav72jr/j0q4O/Ece58hrTXRcvxNTTVjYzB85Ag0NIvemzG3iWmVhg6KztynC0WEnLVUJbGYVs1ErORoIMBsx0jsuytP6Mi2AIuvU+ZOYjCsWsVhMBP1dcQVUrz8eaDJoBFwZvI4cx4YdtFXHiSSNBL2rL8gvT0wQ2HkuX7vw3fzn9Cs8+dSdIN1CU1OJi7/DQfJjH8P17W/Q+rnf4Oh3n2P3XXeTfdsG3jPLMD4uk0wKiU9zs0YqBfG4xOysqDSMjooqwfCwuF0ek5My4bCE07n24p5Ky9xzqAJl3kh1tYrZLIjK5KSMyaQjyzJWq47VCi6XhtG4fltCvmUPxvvuQ++/n8wajsnlIJMRlYv29q1XI04Vug7z8/JqZ1yzmfRHPoI0M4P1X/8VtbGRzI03giQhSbBzp0pfn4zfr29IrObmhMbHbNa3NJFU6ckwOW8qjPE6rTkkSeKBwwGqPCkubJnC1zBOR6vO0JQwIyuV9rvWY58YdeB3ZemdsJVVGfE4csRSBuaixk1vJsxGja66GNmcRPeYA1kqr9qTRzhmwGN/YxjEbWMbbwSc1QTFaDAQcDhgcJCFD3+eo+FaTJHncEz00qBp2IMOdmfG6X5Axd0RpOrGG8tOg81jfNZM0JNZ8yIjSbC7MSpEdu4MXsfaFxi/K1vSoTKnSozNWgq7SQkdfXAIurtx3PhBqio1NrrGdY856FzU2VR6MvSO2xiZsZSMaJ+Ox+ky11LjibN7xxXceefdXHbZLTzzjEIwqJcIdKtG2XMLhq/fgfyOW7j758fpGnmI7HVvWfN4MpmlakllpYbFInQOQ0NyQcfg8wk32EsvzaEoYkFdXjFoadE4flyhqWl1ii4I/jZp0qnwZDj36qXXdW5OwmTSqK3d/IKp1dYi5XJIg4Obvm8e4bCwf8+3qHp6tm4rfyro61NobV37efWKCpKf/zzKiRNY//ZvyV59NbnF6bvWVo3hYTGGHAyuJimjo+JvHo++YeDgevA6snSP2tF0iWjSwOiMhav2ztJRK7JyjkUuQzveB+0thapGvh0Ewj12PUGp35nhlX7XmpuGUqirSHFi1IHdIjYcm4XRoNNVF0NVoWdMHGd7TXzDwMHJsLl0vMY2tvErirOaoKCq8OMfE/E1kZxNcMnQd/nsk0/y+/v385XDh4Wl/fXX0ynLQkA7Lsqn5e5osjmJSNJIl3/jnVdHbZyhKSuZrLSuqVMpGBR9qaSs62QfeJSk0UXy5quZWjBx7LDohSyvukjoBDwZbCaVaNJALKlgkJcZ0S2YsJtz3PNigArnEnGanfNhlFp45f57Of5rv+AX3/gq09MRHA6dlhaduTmZrq4SC05LPQbbOPLx22n50jvo/i+VfYf+g8yHPlh0s8lJiVhMwm6HK6/c2MNB15c4o9+vMzMjFaUOd3aqdHcr7NixdEyqKhZfu12nsyHO2LSZWEzC4dCJx4Xfx6n6i+gVFUjT05sOSxwfF6ZzywmJy6URDkubavOcKmIxCatVL6t6o3Z1kezsxPjww1j//u9Jv+99aNXVNDRohEISIyMiETrvS6PrErW16srEiM0fY1JhfM7CZNiMyyYEr7KkFxZyryOLd5+JR5/NcHLcRvuiENVoWPI3mY8Z6R4VJKA+sNp11W5RmY6Y2NcS2dSxddXFeHXAyd5TEMIrihDvaxr0TtiFTqw6XnKPFE0om4u12MY2fgVwVhOUe3/w95xf92Hs449R9Uqavvp6CAZp+shHYG4OmpsLqsFKj9B/HB12Ul+RLMv58cSog92NUVSVJQOnjEImuzbDGZsVaaMlXV83QioFDz2E4cB+rA0BbGaVHfXxknkkug4Tc2biaQOheTPtNfECgTEZNHzOLF2Lu7HQvJm5qFHE0/vmuEEz8ug5lXz5d26ms7OTpqYAfr9YPB2OJWHpSuQOHsR0771YDj1J1wcu5eWfmTn3X75L4qMfZ2hYXHUrK3WCwa2RA49HpOQuJyiyDDU1GqOjMnV1YlefyUgFnQlTUBtIcyIk7OuHhjYW124EraaGXEcHpnvuIf3Rj5Z9v95eBZ9PW0xqXkJVlU5Pj4LH8/otQOPj8uaqNpJE9ppryF5+OeYf/xgpmST1gQ9QVWVjdFTi4YeNNDWpa/rSlAtdF2PwqiZhtyzZzgubgFzJisXlVSc5kj6fY8MO6ipSReZlXke2QL5Hpi0MhlzMRoOFKuDApJV9zRFmIqaSnivroasuxvERR9FI8lYgy2IDo+uCqKiaRGtVcSLz+JzltFZPwrkYnxz+B+5deAmrZOV/d1v4xIFPnLbH38Y2Xg+c1QRFe01jav7nzJv9vFp/CcPhaZ4ZDHHRF36PvrkJXj42wD+847OYDcVix0ejTnRdotq19q5qMurAZhwhcSKNLOlYDVksxhwWQxaXsvZUiBuYT1qZHbXS4psr+1yUyUlMJ0+SOnAAPd0NJ7tJAeslcRiBaNhNly2JY3Tp4pvOKRwbaWDBvVD4na7DbU97kI+EsWfn+eDn/4BgMMg///M/c/755zO2LKHObJZ4+GEzHR2p1ee5Zw++224jkcuhdnTxvXsv4Zw/+hecX3grkiwRiYhp6HIwN2fAYNAYG1vuEGvCYlm9kJw4YeHIEYm2thRWq874uPi9dWoKHZhOTTMyItPVlWKNSKeyIbe343r0UZT5eWYnJjYM1snloK/PTFNThkxGL/n8qqpw7Bj4fBuThtnZWVR162RmbEympmaLFSSjkfQHP4gUDrPwTz9lwVWH6aarOHhQY2ho66Np8aST/kkXiayNpmBylTusLMPQtJXOEmPDst+LJTFPxy4jI9OWAiFf+bbUB1IoRPDYpxmYdNE77qcpmCTgFlqUzRIUk1En6EkzMm0pWZ3ZLCRJtHryJC2nSjQFk6iatK7/ylbw38f/g9vDz6DpOgkpzSfv+STXdl5LvfvMOkNvYxunE2c1QXktCN8YOMxwSuXY/SNc3tTE5w/sBeDfXkrwlrYmTkw+XfK+qayFl8cqCTrGMcjF1ZSsamQuWUHQMbHlY0vlLNxzPECNa2T9G+o6baOj6JJEX12dGCUuE6qmMJMIEnSMF/1+PukDhjgWKra1z6gm+kJdnBsb4msf+Cwmp0ZTUxM+n6/IfA9A02Tuuy9IZWUISVqeYSIxP+/lvPt+wfCu58kFFPoWbFz7pS/z9EUH0DexvZ6b8+PzzRb9LhZzYDRmMZtFBSqbNbKw4MFmSxCLOTh6dLJoYaoeHWVmYoJRbx8mg8xr/smyn389HDx8mMmKCtJ/9mdMrBjHXY5U2kI07qbCO8nhDU59ei5IwLfx8aXSaabicTRt84tWLgeJhLQl/Q0IIiumofwEPv1RmmZ6Mf/wb8leeint+y7gyBFRoSpHypWf7JmcNKHIOVqCEWoCpdOiW6viPHi4olD1K8LevfBgN+zaTX0gRTYn8qmCnkxJ0qHIGpXuBHZLAo89S8+YnXDMwMCklebg5saAfc4ssZRwpV1PX7YZSBIFE7n+kI3uMTtX7p7d4F7lQ9dhZtoPc+2gpMAzjI5ORt0eX97G2YWzmqA8+6Egf9D4XTpGDhOc6wVJIrFjB4m9ezlYphh2cNCM06ni9y+RlN5eC5e2nfqOKZsVLpptbamSF3Q5kaDi+98n8pGPkGpvZ3OxaNDdbabBrrNyHdPHjXR2pvB6l3bhkYhMd7eVt+5M4sjt4T2/95c82fkRlLceoLExjcu1ekHTNOjuttDeniKRkJmbMyBJUFeXQeEtvONb32L2HR9GdTjpfepaPv/afzL/3z6+ajx3LQwNmWhsXH3RHBoyUV+fYXDQhNmsU1srFoZcDoaGzLS2LrXPMk89xR0/e5kPneNFkqpprdqcG/FacMzOErvqKpwPPUT03HNL3iY0L3bBdRVxYOPnXUiYSKVbCXrXXyRD8/Pc3teHvJGqsgT6+8Xk0GaRycDwYpuusXHJ6VZzt5L80pcwPvEErm/8PXtveRdHTjTR3Kwuz94sYLnHjdksxLYWS4aXzOufsxgZX4PhuVwYkxGyOQmjQcdoEPlUk/Mmjg076CoR+Dk+5+DafeI58+3cx474yObExFhr1cai1TwaAkmODTtwWHKr3GxPFbX+FBI6k2EzqaxCfUUSu2Vr1bPQvJloUlzS/6rrWgZHnuG5xDAGDHz18q/S6jvzkRXb2MbpxFlNUL7ztr+jtraWqak2hsIyjfVZAicOY7jvPtA0tLo6MldcAQ7Hmo9RWysMtebmZNrbVUZGZM47T5iHnQ40NsKxYwotLcWiQqW7G9Ndd5H6nd/Bv87x6TpMTwvh6XLMz0v4fLB79+ox1pW25TMzErIscc45YswXquHO7/Gur36VqZ88wZGP/RnJpBCnLt956zpkMjJHjijs3p2jo2PFa/L7v0/T179O4ktfourdVRyt/E3O/cG3yf7WF6BEuONypNOQzcpUVa0mRn19BuJxnQsvVFctIjabRCYjFe53UgtiM6u0VdtxWe2ksi6qvKdqVg/s3IkvkwGPB6/Hs4p09YzZaanKLu7gS6zUa+D4iIOGwMaaBsMWnP7m5iQ8ns1pRMJhiZkZGaNRp7V17dZl9rLLyF58Meaf/pTzwvfwWu5jBBotBeFvPpkZRMbPOrZCa6Lal2J42kpDYDWZaXTM0j9lLXJsDXozhVFij30p7Xs2GqSxMgIUW9Hvaoih6+BzZOgLCdGqw5IrK/NmR32M1wZPTTRbCoOT1iLtyci0hZEZKzW+VFlBgeGYgemI+K4FPelln30vz3b9H8ajszwXjnHV/o+c1uPexjZeD5zVBCWPykqdykqVgQEDmus8Wv7buUgSyCMjmG+7DSmRQLfbyV59NVqJvJ+KCh2PR+WllxTMZk5rcJokCZv1kycVgkENl0vH9POfI2UyJL/0pYK+IZFYGsstfX4riUNpIetK/UEoJMzLQKK5ufj2iT/5E7wPPcR1f3Mz3f/9m0zPVrOwIGzmTSYdo1EsNk1NGidOKCQSK3bNVivJT30K6z/+I8kvfYldl7l42fA5zv0/Xyf7m59nPaev0VF5lQnZ3JxYLCsqNBoaSo8W+3w6AwMSiQRkMhLZnIzLIrQ2HkeO7lHz6SEoXV3wyCNw/vnw/PNw8cWAmCA6OuykvSa+Jd1AQyC55iJ8qpiZKV8Ym/emcbk2MSasKKTf9z6kSIQ9//lvnHyyhZ7zrscfAK93az4oecxFjdT40oVE4JWQG+rQJ0JQ4yr6vSQJ8jAXNXJ02EE2HcWoZEqKbStcgswE3JnC+H00odAzJshKtS+9JimQJCF07RmzF9nrZ3PSptKWlyOnSihy8X3zWpexWQvjcxaqPCk8juJjSmdlhqasSBK4bdmSVgJ52GULivTLyQ3bxjZOFW8KgpJHc7NGJgMnTyq4XBpV9fWkPyJ2DlI0ivHRR5F/8QuQZbIHDqDu3VsgCAaDMBJzOvUzku7a3q4ycCJD6H/dhvnyc1H3dMHA0t/zJmbl7H77+2VaWkovKqkUhUrNyIgwK5MkaU3RZPaaa8ju20fn5z6HfO2vcbzj7ZhMYvJE0yTicQmTSaerS5Cs6mqtqLqk+3yk3/UuLN/+NqlPf5pdF9l4xfhFzvn7f0D99U+hu91rnkf+XFMp0V7weDQ6OlQhIuxfO7yuuVnj5ZcVnE6oDSQ4tuxvNrNKPKVsuUxegNksenTBIBw6BEAkYWBkxlJWXstasFtUhqdPdw6CsJdvaFj/nDVN3A5E2OImszkLGIl4SF/7OcyTo7Tf/21S5+zH987SbbByMRc10laTQNcpuL8WYedO9NuPwXmln8fnFNM8//GQH01f+/UNuNJMhZfC+Jw2FadNLPATc2ZC86Ia0Vq1ehzYYhLTceOzS9XBaNJEXeXWtCl9E7Y1s4Rq/anCMU2OmvE7M4TjRjRdwmLSNmUAt41tnK14UxEUEI71HR0q4bBET49CTY1YUHWnk8xNN4kbqSqG55/H8u1vg66jNjfTU38ljY0mbDZhAHb8uDC52kqpOhwWLqnLLyDy8DDWh+5H+vCtGLwOGrcoYozHxTmWOq7lBmsDAzJut47drjM2JlFTU3qXl0rBWDgAf/ETWr/1J7T0PEj0L/+a/kEjBoNOLifGZ81mnfZ24TCqquB2Lz2e1tRE7oILMP/kJ6Tf8x52XWDmVcNvseef/h7t0x9DryhW1+SPU9eFn4nRqBft/De68K6nHa0PpOgetZ+ekU1FEcIXr5eJvgQpu7/snJb10FKVoG/CVjJtdytIJsVrtiyPswjxOExMKEiSTnNz6crURlhYkJiZEW9Mba0w3qO1Bi7+JJH7XmDsj79H/a9dhtbcvPUTAQLuDN2jq0P+MJsx5pJkstJqx+VF9IzZuWL3ED1jUXrGPXjtCk5bMWnzu7KcGHWUNHer9qWpJo2mLY1C28xq0QRPhSvDQMhKIiMqPdGUqaxWzEpo2lLkwnpQNQlZFuPJTltuTWHwNrbxZsSbjqDk4fGIts3YmMz4uExb2zI9g6KQu/BCchdeCEDs8CD2e+/EZ51C93qRrrqKHTsq6e1VcDq1kk6amQxMTOTbJ8Vwu4vL3aa770YKh0l/9RMgSczO6gwMyIt6kM1hdFRZbV1e+JvwCunpEZUOp1Onu7v07UOhfHWEpWP9q6+QuesuPO9/L23f+AYpd5DhYRG85/Vq9PYq6DpMTYlWx3K/j9y55yLNzWF86CGy11zDznMNHDH8Njv/5evIHxXGX3mMjwuhYk+PIIGlzMRkWTxHKSnG8eMK55yjMjsrMRMurXXR9Y0v/huivR1OnqS38RpcLz5C87svO8UHFMin9p6WY0RUn0q9xzMzEgsLElYrW3J7FaJk8aVxudZu4biuPx/54vPo+ffH2KXcR+ZDH0R3uUrethxYTBrJtLyqhdbkmqM3ZKa9frWAfSZiwmPPouZ0zMY0HTVh5uMNhMLyqhbIyirKSsgyBa1LPLXUAgp60ngcOZqrkjzwsh1Nk9ZM094IvRN22qpLk+iZiIn5mBFdF662NnOK9sVq1/SCiROjDnyOzLoOutvYxpsBb1qCkkdtrVbYqZvNOvX1qy+yw8ZWdn6piRQgzc9jfOQR5OlpdhmMvFZ1NUfMbTStaL8YjeKx13XqTKexfuc7ZC+8kNyNS9k1fr+O2bx5C/R8mN46T0dv75Igd+XtwNsstQAArUdJREFUs1kxYQFC11JKoJp929vInn8+rl//dYyf/CQdN9xALCYxOipaMBUVOkNDMkePCk1NR8eyx7/mGsw/+QmGl18md+657NgjcVz+Tbr+4x+R33cTWmMj4bDE8eMyBw+qOJ1rn0tDgzBlW0ni8ucnyxAI6IwlTWTV4jehtVpUKJYLKrcCramFIz94ldb369iV2dPEegTaq2OcHLevWeIvF5OTUpE+CSiY2fn92pZ0IRMTMomEWHjLNWZzOCUaP3MlL7x8Mfv/6/8hux2k3/3usvKuVkYrNFYmS1bBpPY2GBqC+mDR7zVNpI3vbIgxPr30+4aAqLgcG3YQ9KQLVZn1qigrkTeTAxG+mXetbQ4O8fNDW/MU0XXxs5zYxFMKY7OiBOZ3ZtbUlQTcGQLuDHNRY0EcfFo0V9vYxhsQb3qCAmJNaWtTiccFKaioWHL77OsTibf9/fmrhR/2vUf8M5ulYeAZdvbcT89TfqoOVGO79oKyxmjloSHMP/oRqU9+Et3nW/V3h0OnsVHl6FFh477RLkxVhX35WgRFVYX25i1vyWIwiApPMgnV1XphJ60oZS44wSCRH/0I++//PsYnn4Q//3Pa20XFIi/2bWrKcfSowjPPGKiuFqJWSYL0e96D5VvfQvN60Zqa6NoF3coXafzptxndfR2OvQ00N2vrBgCCqJysbOWMjgoB7fJpqObqKI/FioMUDYpeSJPeKmJJhYFJJ3u8o0iWc6GjQ3jUdHWd0uPmka8MrVUlKge6DuGwCANcXu1YnhRdLqJRiakp8ZpVVWkbZVOWhNEIuy8w8Yr907SZh/F84xvkzjkH2trWvd/4nGXVJE0+Kbros9reDi+9BBQTlBOjjjUTgE1GkZIcmjcXjSRXutNFIYXlIOjNEPRm0HV46rgDTZd4ecDPJbs3RzLz7b2cKjEwaUPXhXZqM2TV58zic2YJxwx0j9pxWsubRtrGNs4m/EoQFBALwfy8jMEg7NRfeUXGbtcAkRtTWqCqQOcl5LiEFl1n4rEBIn9/B03OGbRAgOxVV6F7vauey3j//cihEMkvf3nd+q/ZDDt2iHj7tjZ13UWlr29tf4tMBh57zMg112QLG9b+fgWTSZyrz7eFCQtZJv7Xf43ptttwve99RP75n/H7/fj9KqGQzNSUEOpGIhKJhER/v8hoqatT4VOfwvq1r5H6xCfQvD4MRnj6nM9wRc+/knKeh9Syu+zDyC9SU1MSRmPpdN2AfZKhqQtpWBabszIldzOYnDcRSxnY0xSFHrMQ6uzYAXfccdoICghX0ROjW7dS7+1VqKwUrTeDQd+0Db2m5bN1wG4/tSmcPJam1hpIfew38Z98nspvf5uKcHjN+yTSSkEUmkdrVXx1FUxRMJIlnZULUzqheTOVnsyGBL/Km6bSnaZ7zIHXIaoOJ0YdW/p8SBI0BKLUeIeocid48piXgEtUNjZKQNZ1GJqyouligqet+tTErh5HDo8jRyQhiIrdolJXsfRaZvUc+ur0z21s46zAWU1Qfuep3+FfbvkXbMal2ddwWGJubvU3XpahulrsLFtaQNdVHnrISHOzSjBYxoVdkqi+soXY+S28PKLQ5pzAcf/9SPPzYLGQuewytIYGLN/5DrlzzyV93XVlnYMsiwv6ct3ISszPS7hcpY8xHoeREdH2MJnE+Z84oWC16nR0bE0QuRyZW24hd+AArk99iuSv/zrZa66hqkqjqorFtFsJp1MjnZZobFQZGhLtBe8HfxPj336byff+N5p3GGlt1eip/wT6bXexS4mTCx7Y8Lnr6kQGj9utk0xKNDaWXkBNhgwWU64obyWfkrvZBag/ZMNuzi0JWHftgqNH4bzzRIkgnd7Q46VcSJLQoyxfcMtFX5/M9LSEy7V5fUk+0FGSWDMp+lTR3q4yOCiTbriA7H+rovJ3fgf7fffBO98JTueG91cUSlbBGn1RescU2ps0cqpEOG5cs3qyErIsRpJnI0aODTvwObdOYvOo9iWp9lmpdKdJZpRlLaBEkZh3ct7EQsLIyIyFCzoWtiSsXQ8uWw6XLUcsKY4hJs/zpeif8ET8GGZM/K/DKX778t8+rc+5jW2caZyBS9Prhwdf7ed/33sb/f1y4UfTRBtj5U9TU3HZ++RJhSuvzNLQoHHypLKmB8lKOByi6jGUqmb4yltJffazpN7/fozPPYfrwx9GSi56DmwyS6WjQ7RQZmdXX5SnpmSqqlYTl4UFiYkJUVmZmJDp6xPeFoGAxjnnbNw2KhdabS2Rn/wE0y9+ge2rXy38vqFBW2ydiePu75dpbNQIBjUGRi30X/drOP/rexgktXCOYxe8nUTPBMYnntjwec1mQcBCIXlNcpJH0JNkKmwipy69fnmxZTnQdTgy5KTSnS5esGpqKAT/HDgAzz1X1uOVi5aqBAOT5Rm96bqYzurrk4lEJC6+OFdSwF0K8bggNX19MjabEEa3tJwZcpJHU5OGpkmEJk0ca24mceWV8MQT8MADQoG7AWp8qaKRXgBp105YjGXoHrPTWbv56pPflWVnQ4xo0sjRkY3J0kbIv4d+Z4bOOhF+ODZr4YWTLh467KdnzI7FpNFRG6fWv7bXyumAw6rSWRfnn+L/zlNDGoQbSJPhy498mf75/jP2vNvYxpnAWU1QABTJgK6LHVdj4+ok2VKYmZFwu4XA1WgUC6fFIiZeotHy6q1tbSKPpKdHwXDoGaRUisgPfkDyt34LLBYs3/0ulm9+E9MvfoEUK+8i2tQkKhETE0tvy9BQaX+LmRmJsTEJSdJ58kkD552Xo7VVIxpdbYB2WiDLxP/u71A7OnB94AOwIMzRJEksdnv3qszNSfznf5qIxyUuuCDHuZeZCXzmRkb/10/o7VWIx8U5jlx0C9FQAuMDD6z7lCIXpnwh8Y56kT6bR2OlMEXbCPGUwpEhJzvro6sj75eXrSoqYPb0ZabkYTOrxJJrC1FSKdHO6e+Xqa8XI77l2NkvJzQLC8JXprV1Y/3P6URVlYbZrDG3EEA3m+HGG2H/fvj5z+HFF8nlWGVWlofTphas2wuoq4OJCcZmLdT40qfUHmmvidNWHeexI751X/9ysKshytFhJ5msxMlxO1lVpq4izaU75wHRinql33VGDPpKwWzOQkUPLMsCU6TT77+zjW2cSZzVLZ6bz9vL795wM2ZFI5sVxmT5woUkib76yh2mpgnHzZUurPmx5PFxmYkJmdbWjQPRKjxZqn78XY67DhB899W4Fh0lc/v2kdu3DwB5dBTT7bcjxePoNhvZq65Cq6tb8zFrajRmZiSGhmSCQQ1No0gUCvDyywaSSVEpyk/iWK2idB8IbE6HsFmkb72V7MGDuD7+cRJf/jK5Sy8FxGvv9epce22Gl182Ikk6VVU6hsZqmt6zB8Oz3+Ox1o/h9Wp4vTpj+2+g+sjDeO68k8zb317yuY4fV7jwwhyTk1JZlQJJgqbKBAMhK81VYiHQkdYdvpkKm4gkFvUma8HlEoTM7RYkZXoaAoG1b79JNASSHB9ZrUWJxUS7zm5fcnvN5SCZlKitXfvx8qJoEKS9jEGaMwqvV8VujdA95qEmAPj98O53Q18fw//+CI1XtwINJe/rtucIxwxLbqqShK7rhGOGVbqVraAhkCKRNjAbNRGal7Y0+aXrMDhlI5uTeKbby2W75oo+b3nx6zMnPIzOWNB1QZ4tpjOwkVjEn9d8hJHMDA9EXsEqWfir6/6GRk/jGXu+bWzjTOCsJihfOfAVzIooARuNYne+HLGYRF+fqEbkpwLCYYlzz11791lTszSWbDLpazrKSqEQ1u99j+RHP0p7VRWjoxLz86t1ElpdHekPf1jcJxYTbrZ33gmyTO6CC8SUw4o6e0WFjskEjz9u5LrrhOgunww7MSFTX6/S2CgW7LzhUy4H0ai8Jb+LzUJrbiby05/i+I3fYPy+w4Q+8kUaG5dEvpdfnuXVVw0sLOgEAhq+/5+99w6P7C7P/j/nnOl9NDPSqPfd1Vbb6866N8B0AwFCSSGBhABvSPImedMgjZQ3QAoJ/GgJvKGYEjBgjDHNBRdct69WvY9GmpGml1N+f3x3RprVSBpptWuv0X1dvmxrRmfOzByd7/19nvu57927kWMxmk/8hNZfPcTCgoRhSDzhvZXLsw8TOGPwthyDgzLt7RpOp/jvWlsZbofGQtooL2rd4TTDEQdd4ZULz0jEjtWsr78o7dsHR47AoUOizfPAA6ISsIXwOorlc56cdzIXrz8TNaBVJAYMDlavKOVyIuYAxBj7VghetxJWS57OhgTPDnWyvyMhLvnubnT7PpSxH8EzT8IttwgSuAxhf55TE84Ku/eC3Ys1nwS2hok3+PLkizJhf5HjYy7C/vy6YleARNbP2JyL+mkrnQ0ZusIG0zEr0cWVHitT81Z2t6XK7Z3RWTu5gozZZNDZkNnyTUWdyc13ev6cxXSaB+Nxru9709a+wDa2cQFwUROU9eByVYb+zcxIFIui7L18jLG1Va+YHC6NJWcyooUTCOgEAkvHMT/8MMrx42Q+8IGyz0NLi04qJYIBu7urT+QYLtdStUDTMD35JLZPf7rsZlu87rpyuSSbhX37VH76UxPNzWK0VpJg926too01Oir0GQMDG/NUOVekMgr97/8EzQ/8Nwf/8s0kP/EJsIr2is0Gl16qcvKkyPU5fVqh8ZLr4MSPMT3+OL6rrsLn0+jogIceOkTd/DH2fObLmH5d3EQnJ0U1Zo0onzXRGspxdNSNx5HEbDIoqpV3f8OA4+MuWoO1BbJRVwdxUarHYhGGMlvoiQJikbz/mRDdjRnqXDGC/llCoSKFgoTTKb7vWEzC71+qkBmGqFwVi0vJwS9kWEw6BzoTHB7xsLM5tVRBuPpq8Zn+8Ifi/2+5pWKUv/Qdmk0Go7N22q5pYeaZftixc0vOy+8Svihhf57dbSmmY1ZOjIuR5LO/4ljSzFzCwlQsj9WUoS2Yordp6RpqrMtzesqJy67hsC79PSazpoox4PZ6UeErqqIlZBjiPLbN17axjSW8qAnKcqgqLC6ubO3ouvDXKC7bMNlsopLicAh9SjQqbPPbmgv4vvJfaJ2d5H7zN1e8hsslCMRaDrRlKArqVVehXnUVAPLQELa774ZcjrzTzxHrnXRe5ubSS7Uz0zJClHq2fkC0rM5/a6cETRO7eKfzjD39jjeRvvUyPG99K5k/+RPUK64AxPqye7fwedmzR4xS5y+7hbZn/wulrg6ttxeTCW66SWV4uI/B50zYP/wNMq+5C6+v0qXW5zOIxyX8/tq1E7tbk5yYcLGnLUXQUyC6aCHkLZDNywxMO9ndmty0/wh9fXD8uJjwOUckMwpTMRuKbHBZ9yKKApm8uEYtFoN8XgLE+y6FAcZioloHm/M8eT4hSXCgM8GJcRdNdctaNGYzvPSlggh++9tCnHzVVSBJdDZk6J900hLMoevgafEQ+fHx1V9kEwj7ckzHrMLuvi5Pg0+MIftdRTwOlYk5YaJW5y6yozmNzZLgYXN135HepjSHh93lzKZIfHXXWrPJKLeA4ilzeQqoNZSrIDjb2MYvIn5hCMrp09XTf2V5ZXpxLieqLKVNsmFAkCiJv/k60694DR3XhNYsLvf0aMzNSZw6JaoatRAHvauLcXc3iYTE5Mkst2fuxfKDCIbJzFTDreRaO1ccR1XF+SUSck2iyXPF6KhMsSjR21v5nvQdO0h87Wu43vMetIceIvsBMc6oKLBvnyApZrPB3r06w3VvQ/7cf9P6Wx6kRmG41dmpMyL1Yq6Tkb/4NdJvfwODg3I5NyYQEH4uGyEosgzNdblycvCpCSeSJBaBNfUmq6GhAWZmIBwWhmHf+tY5EZRI3MJC2lyeuijhxLgL55lMHUFQxH+fPi2jaeJz8PleeC2cjaKvNcXRURf62aPEfj+87nUwMgJf/SocPIjU3Y2BxHDEzt52odOxmjRyBXnLdBw+l8rMhI3GOvGBG4Yw/BudtZPMKdywJ4bZVPv1t6ctyYlxF7vbUiykzTVlQ/ldIvAQYDxqYzwviGt349a3gLaxjYsBvxAEZXpaJhyuvcJgs1ExCWN67DESPzvJ9Dt+HV028aMfiXya/fvVFQLWEoJBIbo9eVKhuVnH46l+c9M0YZZV+p1QyMBms6M3v5a0Bsef09m/+AjWx+9j8Ls+jP2tuO+4HCyWsg9JNeK1lYhGJeJxoX1Z7f1iMpH65CexfvKTuN/xDpKf/CTYbEgS7N2rcf/9ZtradDo6DfQ/fSMTf/4Fim99M517xHNaWnQeHNrBZa830/jdj5D67fcyPGzGMKSqlvy1wOdSWUibSWYUoosWTCZjzWj6NbF3L/zsZ4KgSJLoqeRyqyf0VYFhwHDEgapJ1HvzVRetsD/PwLT4kBVFtHBSKUFCr75afVEtVDazjtWsMx61VQTyAdDRAe3t8NRT8PWvI+16NbJrSZ/S2qEwcDJN7/71p7RqRdiX4+envficKrJk0B1O09skvreBaSc2s7byPFeBoohE4qcHPLTVb1zMW3odVVtqAXmd6rat/TZ+ofCiJyj5PGQywvJ9w9B1bF/4AlpjI44P/Ard4of09uosLEg89ZQJj8coawRMJrHQlloHJpPwTJmclFcIaONxYSgny1QkzJbC/fJ5UfXZeykY0nXkbrqOZsNg+sFhtH//H8L2BZKLu2m9az+SVCks3Cqk0zA5KTQ4tepb8u96F8VDh/C86U2k//Iv0fbvp1CAXbs0xsYUmps1XC4TrX/2Rkz/8nFOKB/A7laIxyVuuqnI+Hgb+m1voflfP0b3+94HZjPT0zKRiNANbXSEur0+y7cea+DGffNEVgkWrAkOhxAGlXD11fD443DDDev+aqEoLM1LU0arpfGC2EVPzTuZXwgxOmrB69WRZYlrrjl/3hnPJ1pDOeYSlurpzpIEl19Oovcgjh8+SSYnQ3gvWK1I+/Zi3Hca9u8/53OYXRAmaoYBliokVpJE2yaRMXF8zFXWj6iaCYtp9evR61RJ5c7tFmtSllpAi2lTuQXUHMitHInfxjZeZHjRE5ShIZF1s1FIsRi2z3yG/BvegN7RseJxn8/g0CGV6WmZZFKiu1srixY1bUk/6XAYNDXppNNCQKsoBiYTVcv04+Myzc0aqZRILd67d6UnR+MNXcz2dXM0IbFwNMmVT30X6YE4WK3Czba7e8Pv9WzouvDdEG60G//s9D17SNx9N+53v5vi5ZczeMfvlG3YBwdldN3A43Gi/frb2P+lf+GRQ7+LzS4qNW1tOuPjYcZf+eu0ffSjZN73PhobbTQ26hw+LDMwoCBJRgWpWw35okz/pJM7LosyHHEgy+eobZUkyvG1fv+ScHYVxFNmoosWzIow6VrrdTUNBmfE4uN3zWE2FWlvLzA+LtHbe3G3c1aDcaZRGvQUsJh0jo+JlsjZGF90s+d1VxCfzhH5+sM0tNvg2msrCeMGkcwoTMdF9SvkXQrnW0ybmJq3Vs218ThUdrelGInYGZ9zkys68DgKQHWjvXjKzM5m4Vzrsqnn3I7yOlW8TkFUJ+ZsTM7bkGURC3A+Dfe2sY3nCxc1QVkvY0Is+Bu/KZieegrzo4+Sfd/71rU1b2wUtu9DQ/Iqo85w5IhMLCbuIKoq0dlZORUEYoihUBCPz8+v3baprzd47DETO/s85He+Ufwwl8P80ENYfvADkCTU/fuFYHWDJhjj4zK5nERPzzk60VosJD/7Wez/8i+4/uRPkD7/Z2Cx0N2tMzwsSJy/vp5TB17Hvic+j/m33ko8LsTI9fU6KamOsdf/Nm3//M9k3vMecLlwOqG7W0PXhUYIwJqp/v5iSUEOSnqTel+BZEZmJLLkkbJhdHQIbURXl/j/+volXcoyTM7bSOcUvI7iugFwU/NWUjlTOZdFlsFmSZE/asUwxOi4z/fi3yl7HCJe4Nkhz9IYMnB6yknPmcqKv9HGqetfRYNxEr76VeyLVnJ5CZu1tupoUZXKrr0um1r1u/E6VabjNppYvZXS0ZCloGWYjrWvmBBbjtkFCztb0jT4Czw3LN7XVrXoSnk7JWKr66wIDNQNnRk1TkY/d7+YbWzj+cBFzbvf+eN3spBbqPpYJiNEpKtpP6rCMLB+8YvIkQjZ3/mdmjNXSm6qwaBOf7/C3Jy4C42Pi9ZEQ4PBjTeq3Hijyq23qqgqPPCAiYEB4fI5PCxz6pSC222wuCitK4CcmxOpxq2tGsePKyKu3majeNttwnr/N38Tw+HA9p//ie2Tn8Ryzz1IybWFofPzghzU1en09m6dTX72fe8j+9a34nnDG5CPi8mLzk6dZFLi6FEF+5427Ad3YPnmN/H7RcUmnxdmZAu6h5Ffeh+Oj38caWEBRRFETpYpu6Jm8yYiyUamY0u72PGojUxeqdB4BD0FdENmMbN+EvWq2LlTJBqXcMUV8OSTgCisnJ5ycmrCWSYmq2W8JDMKp6ec9E868TjEQtndmKn4zH2eGI8+6qSj48VJTqKLS7lJJVjNOvs7EhwZ9ZAryMRTZpxWtSKnyGXXSAU74I1vpCWsMv7xe4Rx3iowDJGv1D/pZGLORm+TsKJfK/m30b/SYv9s2Mwade5ZCqrCiXEXZ++VEhkTbvtSW253a7LC5XiroCii/bSzJY3brnJqQlyDR+Ix9p14L7sGf5u3zP0+//D4P2yHBm7josNFTVCemn2Kzx79bNXHRkYUOjtrr55IiQT2j3yE4lVXUdikCZfDAS0tGsPDMj/8oRmXSyyiZ48b79ypc9NNKsWiRDAoNCwzMzKDg8I3ZGhIZmJCXnHTA3HDFaJfA4cDdu7UOHpUqRiTRpLQDhwg9853knvXu1APHsRyzz3YPvlJrF/4AvL4kv11Niu8XnRdjFRv1ntkNUxPy4Ru2kniS1/C+Xd/h/XTnwbA7TbI5SQ0DdQrrwS7vZzP09Bg0NurYbNB/4Sb/jd8ANunP02HI8LYWOUlW+/P0eCexuMocGrCyb1PhrBbKxNdS+huzJDImJhPbJKkmM2VGTJmM5m8wqlxB4MzTroaxEJRTRug6zA47eD0lJNUzlReKFfTEWiaaAe+WLGQNpcnVpZDlsUY8uC0IBVnE4nmQI7JedGakV71SlG9OnwYvvMdIVo+g8iCnf5JJwPTTlqDWXY0p+kMZ2uqYHidKolsbddI2J9lR5OIWIjELeWfT8VsFeduNhk01uUZj9Yuqt4o3A4xEbazJc1fj93LyQknzOxDR+dvH/1bTsdOn7fX3sY2zgcu6hYPgNe6UiA6MlI9v2Y1KM89h+UnPyH727+90le+RkxPy2Qy4tevuEIDRLJvLEZZf1HxmooQ0E5MyDzyiImbbipSX7+0IOXzS22MErxeg/l5GbvdoKVFLx9n714xLdTWVp1g6M3N5H/5l8X/pFJYfvpTpO/ey0A8iHKgjx0v3bXCzXarIATKAA6Sn/889n/8R+TfeD+x3/8Yl19uMDMjMTUl03THHVi/9CWUo0fR9u4FhOC4uVnniSfsjF/zB9z0hX9CuuZt0L3SZt5s0snkZG7ZP8fYnIP5hIUGX77CgRTgqp0L/OhwgJcdXH3XvSbOlHGiGSexpBlH+2XsjD+2qlhzJm4lkTEhS8IxtFbvlWTax8GDGQYH685PttILHIoCPmex7F+zHLIsWhuKxYKh6cLYLZUifs9DTBS8zKXCOK3rt9fWQlOdIEK12OkrCuxuSzGXsHBszEVzXQ67ZeX9x+8qksoqxFPVydlWQNUkRiJ2bKoPQ9LAN4WEhCRJOM1bvPvYxjbOMy5qgvKrfb/Kr+z5lYqfpVJiMsZVSzXVMLB+9asYFgvZ979/w69fKIg2DohQNLEQL6G9XS87qbrdBo2NKxeagQGZK68sMj8v4/UuOdBarSsnVoaGZBYXIZ2Wy4SnsVEYyvX1aQwOytTVGWv7hbhcDF/yStK9Et0dBazPPoXp058GXUfv7KRw3XWiFHSekP69P+D03ce44g9fS+qf/olwdzezszA2JtP25jdj+4//wPD70c+EzUgSXHWVyuSkzI+lP0D56v/Q3bAXo7tr6ZgFJ2NRNzfvF22skuBxJm7l1IQVh3VpPNRq1gm4CoxHrbSGNj6yOVp/BbmHowQPOkQLqaUBvvloBUHJ5JWysVeDL7/h0dDJeSdeVwyTSVTMSrrcFxMkVr9Go4sW/M4CDf4CE3M2JuZsFRWxnsY0p6ecQnhsknluwIHd7sR3+520TzzNq7/0LQITNmi7dtPn53GoTMU2Vu0IegoE3AXuezrEvvbqLdXWUE543VjVNae5NoK5hIV4SlR8FNmgK5zh3xtuRR4f5LuLs1hp4P/e+TGaPWsEOG1jGy9AXNQE5f0H3o8iV25Jx8flmqZ2pFQK2yc/SeHOO9F27drQ687OSiSTEmZz9erIcphMonWSSAiNRzi85Iny3HMKDQ06nZ0GIAiGy7Uy4BDEQlUsSuzdqxGLCfGvYcDMjMzMzJn3JIkx5fZ2repYdTwuEY3KNDXpZ8TDCuqVV4oWCyAPD2P92teQMhkMr5fCzTdjNDRs6LNZjlSKFRWdEycUdv/SHhJ3fgH3u99N4aUvpf5tbyMWExWjzne9C/tHPkLuN34DY1kuS3OzjqLIpH771Tz8H9+j51UGDdd3Mz1vJ6/a6GlcBCorK2G/IAeZvEL/pPCS6ApnuGLHIvc9HaLeN1+hb1gNqiYxOC1IW/tesD3wHfA0LT3BbsdIZxhOBlE1CbtF2/TuvahKFFQFi0VUDVpbdQYHlQtixHehsJYUQtcFQSlN87QEc0QXK8eQDUPkKAFYu9tgapDe68XuYKrYwCN79rBb0+Duu+H661eImGvFRqooJRRUmV3NKdx2leNjLjoasiscYftaUxwedrO/cxOGgZzxTpp1oBvixhNwF1aMRjux8bmO9y9l8XS9dFOvtY1tPJ+4qAnK2RDuo+vfyJXjx7Hcdx/Zd72rxlJLpaFaKGRQX7+xsrvHY+DxaExPy0xNCet6SYK+vqXjdHfrzM9Xd6AdGFDo6dEYGZHLIlpJYkVVpq1N59lnFQYHJZqaxGMmk0EmI+P3r+1nond2ku/sFMdeWMD84x8jz86CyUTx6qvRdu/e0IxuJCJXCH5PnxbvQZIAt5vkf/83jr/+a1y/8zvwL/+CoigMDpvo/p3fwfHP/0zmf/2vCqFyOKwTkSRmX3cnvue+wI9OWKhzKNQ55tc8D4dVEIaSUVpRlahzFeifdK7pKpvImJiJW1Fko3JMeNkKG120EG+/De47RuernRtyG62G01NOOupnYUr8vyyDJBkUCiIG6MWAsysiy3FyQmTgLEfIW8Bq1vnx4QDNgRyyZHDNrjixlIX2g0FOf/kpoLJ8md+1S4wiP/QQPPEE3HrrhiuD61dRVv4tjETsZXG215lieMaOgbQirHJHc5pTE86aHGZBTKXNJy1IGGU/nU1HNWxjGxcJXjQEZXFRwmZb39jT8j//g6TrZH/3d2tabEu5J7K8frWkFtTX60SjCsnkiuBWQNi6lxxom5p0vF6DWEzC49FruiGZTHD55VrZCA4gmZSw2w3SaYmhoTPeE0FjzQknw+ej8NrXiv8pFjE//jjmT34SAG3nTorXXlvzlBOIFk59/crcmMyf/immn/4Uz+tfj/zP/4zS0Eb/mJOdv/mb2P/t38T3tKy/0dBgMDgIP9v1dm4e/2+mp9M8nGgiUcN0jiRRXijGojaOjbmJp8xcvzdW8bzpmJVkVkxhVKuE5M0uRgdkJIedgLvAjl0ynBwE076aP49qmEuIyZbcWfKEzk4RBvliqaLki9Ut6mfiVup9hYp21lzCQiwpvtsDnYuMzznY1y7GkKdishCA6KtsFhQFbrxRCKF++EOxGbn+ejaysjfXZdckVMuhahKKXPk31RnOks3LHB8T2UMlTZTNohP0FFY9tq6LKol2JgrA7ypu3gV5G9u4SPGiICiGIRJwd+9e4waeyWD/5Ccp3Hor2r61FxLDENUSXQe/f+tyT0rusLt3awwNKbS2apw6JZxag8GlG1tJQDs5KROLSRQKEjt3aqTTtWt483mJdFoqW82fTayiUYmhoUphQ0uLXn2XbjZTPHSI4qFDYBgo/f3Y/vu/oVDACAZFK6iuruJXlpfxIxEJq9XA661OiNQbbiCxfz+e3/otTHfdhfKKN3B8JMieN7wB26c+Re5d7yo/d3FRwukUSdUTvW+m8bMf5PLMs2TzV3Fi3EVHfQa7df3vqy2UI5tXMCk6j530nTHAMpAl0RoqZbIsfz+js3YKqoy19Qp65x9D6rly6QlNTTA1Jf69SUQXLfS1phg7S78rSWCzGWQy51Ue9LyiqEospk3sbEmTyirlykXQU6ggiT6nGEPe1ZIi4Ckyl7Bgd8pkFgo4fKuUmBwOeOUrIRKBb3xDjIvX6EDrdmhMxlb7o6u8ngenHVUJrd2qs7stxeS8jZkFGzubRUpywFNkdNbEQsqEz6WymDYxuygYvIRBR0MW04t4kmsb21gPLwqCst7uUjl9Gss99wh/ELd71eclEhLRqFjJ29v1jXqcrYnl7rD9/Uo5cG/nTq3sQdLSolUsQM3NOkeOCEFsPi/0JuuRpcVFiUhEZA/t369TLMKxY8JNd/nGMRQSuT8l6LogecvHlS0WcQ4V5EaS0HbuRNspou6laBTLAw8gxWLCi+XQIbSeHiF6bdNZXJTI56UVgYwr4PeT+PKXcfzFXxB87DGUv/lHDg90sv+qq7HefTf5N76RmRlxfgcOCL2OzWZwqvdWTE89Rcfoo4Ruu43hGTt5VaG3MbXuRtnvKqJqErGkGbddxXxGlKpqS284ljQzlxALX3t9VmhWml3w7UjlwS67DL73vU0TlIEpB93h1XfIra3CY2czzr4XA46Pu7BbdE5POcstuWoojSEfG3PRGhQJxDuuauH045PsuKNz7RdpaIA3vEEkUd99Nxw6VNP3VUsVRdcFkVyrwtocyKFqEifGXQQ9BULeAoYBPzvpp7MhS51rpZZkG9v4RcZFT1Dm5yXcbgPzKhV+y7e/jZROi4TdKncPw4CJCZlCQezKz0dK7MLCkjtsPC7aNctPJRAwCAQ0xsZkCgVhmy9J4vdCIYNwWGdwUGZuTmI1J/tiEYaHFTyeSnt6sxn27BEto/Z2bdUduCyLRXA58nlRSVpeDfF6jQoXXCMUIv/GZW62Dz+M+Yc/RJnzI72kjdmGq+jtq70vlvnQhzDffz/Bt7we07/+O8/OX8algRhjn38U553XEg4vvXYwaJCwajzku4TLTCZ4+GE6Dx0qh7tJrJ4EG0uaWUibmZiz8bLLoxwddbOjWWgfpmNW7nsqiNlksK89WZvg1WQSq5SmbaiFAGLqx6QY6051uN0GyaS43i9WFFWpXBUoVaXG5+y47Sq9TWvHASzHnrYUg9MOsgWFXFMz0uyjwDoEpYTdu2HXLhH+WNKnrKFFW7uKIjAw7aSncf3rJJuXMZsMhiMOnhzwcuPeedrrsxwdda9q7LeNbfyi4qImKIYhhJhVWzu5HPZPfYriddehXnLJiofTaVGRANHa2ICcYkOIRiUymSV32NlZmZ07q++C29p0NE20gZxOg1RKKj+3oUEIJasJaIeHRTuqVJU5G0KMqzEwoBAK6au2Ws6G1coKs7uFhcrWkGEsjTpjs1G89VaKt95KfkDm9JEBLh34DPxURW9spHjTTRgez7qvW7z9doqXXorvt3+bS97ydr4u3cXL5a/iGH0KNXAZIEhdNCoR8OSxmnL0N9xAvT4IP/4x0k030duUpqhKnJp0Ybdo5YC3kstsnVv4ZCiygapJdNRnePSEj4CniEkxuOOyOQqqsMaPp8y012crdRN+P8RisLy1deCAMA279NKaPt8SRiL2qhk0Z6OxUT8zsn7xVlFGZ+04rBr9k2K8K+wTVYWepsw6v7kS3Y0ZxqM2fj7gO0siWwNkWVRQcjmhT7HZhF5lFXLZEshWT11G/A0YRvVRcMOA8Tk7+aJ40GVTy1USw4D+SScuu1Yend6uoGxjG0u4qAnK4cMZPvrRW+jvP8V9991HX18f73nPe/jh/ffzx5dfzq/8x39g+HwVvzM1JZPNCi3H+aiWLMf0tKg+lFKMazGQUxQxlnz4sIzJJFo2Xq9BJCLR1ycIzKlTCo2NOtksJBIy7e1aTQSrp0dUafJ5KkzhNgKfz8DnW1ZBOUMSS6POIES5yaTEta/uIicLvxJ5akpUs5JJDKeT4g03oLe1rf5CoRCTn/kq8//7X3mT5wM89ba/Z8/Dn0X2+9E7O/H5DAYHZYKAy5pkdPYE7/vmV3AZOZq//W0+/w//wDcfe4yP3nMPZsXKO2/7S7oa67i0K0GrdWmRCbgL/PC5AN2NWQLuAvXeQlnIaDXr5SmLkYhYZOrcRWEctm8fPPtsZZpxR4f42QYIytS8dYXeZS14vTrxuLS2180LELmCncEZD1nVwVU7Fsouq8fGXOypgZythtZQjvE5G7NKmKaZJCiQKxR41V//NQPT0zz2j/9IeyjEq//mb1A1DZOi8Ln3v5/2+npxAJsN7rwT5ubgm9+Ezk7RrjsLLrvGxPzKKkoik+Fl7/sDBiOjPPaP/8je9nY++q3v8bkHfgTAb97xJt55+xVVRcGSBDtb0iykTAxHHLjsKtOxjV0PayGvFzmeH2dOOz+mcNvYxvnGRU1QPnjiffznZz7Gv//Dv5d/9pfXXcdNsszCgQNlcpLPizYOiFHVc9Ax1oyxMaGRKBGBXE4s5rWIXBcXJerrIRzWzvicyJQEeYoidCHPPqvg9Rrs37+x3XRbm87MjMzkpLSpIMWzIUniM12OBx4w0dKil8eyARyOFhre8suiwpNKYXnwQeR77wVZRj14EPXSSyu2oDMzQrvS8Yn3ot9zD9f85et54nc/zY67v4Dy62/CCAYrXnNHs5tv/9mHyRddfOruv+NbH/84/zg2wWfe+88cGzvFjw7/O6+88v2MRe0E3HkW0hYMQ4ySdjZkyzvXo6NuPI7kit1wR4OowMwnzJyacGJSHHQt/HTloKnTKQRHNYyv6zoksmaaArUv0PX1Bv39Cn7/C7+KUvq7i0QsqKqJ7nCCdLGunMg7OmunLbj5ROISrtqxwOFcBw/eF+HAnTJmk4nPvf/9/PM99wBgNpn4fx/4AE2BAN9/+mn+8Rvf4N/e/e7KgwSDcNddcPq00KdcfTWcRaCrVVHsFguf+O2/5SP3fILRWTtWs5NPfO9ejn38YxRUlev+6I/4nVccXPP8fS4VnyvF0IyD4YgNl03F7Ti37/dYdoyXDvwFE0Uxgv/ET8b5+Ks+jiy9yBz/tvGixkVNUIbj83zx2cdJpSQmRzV8X/8S6r59TO+AXDzN4cNKuVrS3q6jKEY5cM5k2pClx4YwNCTj91c6uo6OKqu2ds5GJCKXdSThsI7dLtHfL4IFVVXC5TK47jqVdFoYn3V11VZBKSEc1onFRKtmq23UJyZkAgGDXbsqj5tOL7fu98CuVxB4iYHXpWJ6+mlsn/40GAZ6ezsn227GHbKWK0+FV72K4hVXcOXv/BqHX/67tPz7/8P0+7+Jy+UkeWa8uMHnozkgE08VmaWFR/QMncUZ9rXl2NfRyT9/e4RMXkGWDAannbjtKm2hLG6HhsehMha10xbKilC3idV39QFPkYCnSFGVOJ1ogAkHraHc0uTQ1VfD448L+/V10D/lYkfTxqsHwaDO7Ky06SrY+cTyCTiLRYzm22wFXA7hN1NykE3nRMjluS7EIEi7I+SkhQmOjV+CLMkElonhbRYLTYEAABaTCXktW97eXujpgUcfhaeeEt/jmbbk8irKYsZMIuPn8dMt7Gm3YzXptNdnz2Qs1ZPN58nk8/g2EG7VFc4Q9ue5/+kgN+ydx+9W1/+lVfD3ka8zWYhDKgzuGT7x7Cd4/0vez67gxkwpt7GN5xMXNUHBP8yuHjOLcpquH32epj/8Q4reAPrHj1IslrQRBpomoapi9Lb035q2tqPlZjE8LNxhSyJXEOnDZvPKbJ1qGBuTaWzUK547NibaPUNDEooi4fXqFAricZvN4NFHTTidRsWoMoj3ZzKJfxTFqPhvu91Alg1OnlTYtWtrduPRqIRhQF3dyg/W6Vxp3T83JzE0aobAVXDrVRgGpPtn2P2zr+PSEhhuN8Wbb0YPhzEaG0l89avs+YM/YDDbjO+fPkvD//ktnl20ld/r0IyDkcgszww9zu+95jf4uRIj9aVvM3XdL5HOrYyjH4/amJi30x1Ok82Lz1OWoelMqFs1vUEJZpPBjt0mkE4zlughV5DxOoo0+N2wTnI0wELKhMde3JSFfV2dwenTCvX1L5wqSimLClafgEtlTXjO6GdGZu3n1No5G011OZ4t2Olrmuebj7ZRUFd+sIVikQ9+6Ut8+r3vXftgkiRM3goFoU9RFLjpJqaTLvJFiZ8erSOV1Wj0jxD272FPu1YxDnzn5ZfT9573oOk6n1nvtc6Cw6rx6qsjPPBskNZQrjySXCtyBZmxqB1bbA9GbAK8o0hImGQTfpt/Q+eyjW0837ioCcrvXvK7/OpUmJ9PTRF55+9jLISQE6IMnk4vH6NdvmCen12nYcDx4wrXXlusMIszDCgUaqueJBISNpte4Q47OytRLMKVV6rl9tD8vMT8vExzswgH7OwUDrRzc3KFgLaU46KqnCFllURNDJwYfP/7Znp6tHPKe0mnJRYWxDFbW/WayBgsVbEyGZiaUnB6m/iZ823isXQa2389RZP6UySTgnrgANp7PoL5vvs4cffPsC7czVh4L8cje3Edb2RnU4Y/+q8P8+G3/W8GZmw8NeXg8FWvo/7738MkSyxmzKTzJkyKgUnW8TmLBD0FhiIOogsWQp48dR4Vv6vIYtpEMqOsvcPfswcefJC220XGSTwl2j+K8wDdo2NI7atrbKZitpqEsashHNaZnpar5jtdKJRMDEvnc3YW1dmIJuzsaMszOO2gq2Hjoti14HZoGHUBCpNxGv1jjESuoqhWruy/+fGP89svfzm9NfZ4C5KV0QOvh8VF+H+PEe510/iS/ZyYcCNRJFtw0uxPA0vly0Qmw39873uc/sQnKKgqN//pn/KygweRNsAyJAmu2RVnct7GiXEXIW9hRWDickQXLSykRSXRatbpbUrzb4034Zua5J6FDCbDzv99zb/S4Np8bMU2tvF84KImKO950sxgd5CFhl5kZckj5LHHLux5aJrwGtm9W1uxcxwcFPbutWB6emnCJ5USC7bZbHDJJVqFdqU0ljw+LjM1JdHTo5UdaEsCWq9XWGIrivhHtICqE7WeHr3cKlrPibcaikXxPg8dUhkc3HjbaHZWpK3edtvZYj4r+ZuvZWpKxiiqmA8fxvLlr+Cx5gi84xJOfvJxrJ4YPR39XLurkd/4t0/xnjvfTldjGzfsXeS/ftSPJ6wQkd1cfqxIyJZENdlQNQlVk8gXZTRdwmHVaazL883Hw3Q2ZGkLCV3EQ8fqKi3uV8ABUQ9ML81umxQDdUcfP7z3MMbVARp8eZy2ys9jct6G31Us5/ucjamYm9hikPFxC7nc6kRveFghV3tMTNWKmqKsrLCttZZmMuI6BSGY3qjQfDFtwmLSazLT2yh2Xhvk2LcnwA07mhfIFpRyiN6HvvQlusJhfum669Y8RiRuIZEVv2NWdHoa00hNJug7BEND8NWv0rb/Go7E21F1K/azcnZkScJusWCzWDCbTBRUFcMwNkRQQLSTfM4iknRm8zPmYmdzqmycOzprR9XPRG948iumfyySmX9o+VX+xP9GHozHuab5mg29/ja28UKAZBjno9FxfpFIJPB6vXzho9/iE1/7B/r7+2lsbOSuu+5idHSUn/zkJ+i6zkte8hL+4A/+4LyeS6EgMTJipbc3t+LGnkzKZDIKDQ3rq+jHxiyEw0VMJoORESt2u05jY5HRUQvt7avvnjQNxsbE88Nh8TozM2ZUVaKlZWO+CsPDVoLBIm537YuHYcCpUzZ27hTvf73zPRvj4xbsdp1gsLZ+eyRiIho1IY9N0zL6JPmv/JQfZy9h7sYcX3no/2NnSweyBO+87eVYzDr/9p17kCQbX33fO2l9+GF4zWtWtWM9PeWkqS7HWFT4coT9eU5POelrXaPS8Z3vwMtetnI89Z574M47mYg7yeQVPA5xvEJRYixqX3Osdiwa5dPPPMMb3/UustmmFaPeJWQyMDcnr2+CdwarVdQ0bem/VXVl61PThImfYYiWYrUwy7VeMxKJcN9/fo5LQpdjt3vpakjU/PsbgVFUee6zx7C0PcTnR0fpn5+n3lXHoY6d/H+PP8CVra0AHGxp4U9uvhkAVZcZX/CV6XrQkcZjW2OKxjCwPfcc//1EH5OXDvOm267md//rvzg2NkZzIMBbb7iB+WSSe59+GsMw+KVDh3j7jTdu+j2NzLqp92YxDPj56QYc1gIhb47WYKoml9l0LsdhVeXWd7wDb7VsjW1s4wKjtH4vLi7iWcd24qImKG+89W/paZnAbHp+DI4KRSuLqTpC/umqj0fjjas+thz5go1cwY5hSKiamYB3FkkSX8v8Yj0B72xNx0ik/bgci9itGQpFC/FkiIA3gkmpXWwXTwaxmHI47bW1H2ZjTQR9M8iyTjLtxWrJYTGvPyZpGDAbb8bvnlv3+YYB8UQIAxm3Y6Hy+ZkMnT9/ioNyF9Z3vwfdasdq1vA6NTJ5hVxBJp1TmFmw0l23APfdBzffXHXKphQm2BXOkMoqRBatQshpV2nwFSqeZzXrOKwajpHj2Gwg7eitPNjEBExPwxVXAKJyEFmwMjjj4PZLomt6udVKUIAKV+KtxHIDQ1kWupLNtgDHxsb4lz/9U7Tk1XQ39mNStlY7I6k6/lM6VlXF4pmjGJ+l2NKC6cyHvJj3UdBthOxiFj5Z8JApiu9flnUCtgiytPpt0JHPE47HseXFdZex2ThsauW7C06uvkTFdp5SHJNZLwXVTjTRSKNvBK8zTrbgJJH1U+eKYFZqGx+WQiF+64MfpO6sOIptbOP5wEYIykXd4nnfzQ5Go68k6MnR1xJfEdR1PrGQtjCftNEdTgAdKx6fmHPid+Vx2lY+djaeOF2P35mnOZDGYVUB4R0SS4nedp1rFfvYKogs2FnMWOmsX8RsMhiK7MVpLdLgq32cczruwDCgqW5tncBwxE39pVmctnYAhiKemnbHmbyJsaiLHVcvIMur6zSyeYXJuBMJ6KhPVv1+5+JxvlEocNtll9H02T+Gt7yFROcBZuJLuoDepjTdjRnGonb6fu0G+PrdcMcdwmztLGi6RHdj6X0nmU+YeXLAR0d9hqaAICmGIRxRM3mFeLiP7A9/Bu6zqjLKDjgxCi1LP19ImfA7C/z4SBDDgHpvHpd95WI9FXMTWwgyPW0GJDIZMYlWjYR0dIiE67VIzEYQjUokEuKFmpv1TbX8zoaiKNis+7l9XwuX72w59wOeQSGnE/3hCKZcmoZ3tIHfi2V4GEPXMZZZLmu6xPFxP/MJO231SfzOHH7X6psaeXERS38/yuIiGAaaz0dhxw70ZRWIUDzOU/+zwO2XB+loWD0+YyPQdInxqAvjzPB6yJPBZVfRdImBqR52tiyUnzs6eyWybNAaXHsjkc7lOFYsomxHH2/jIsRFTVDaGty8ZG+RUxMeRuaCtARydIbP3VdhPcwuWLDbFK7ryAKhFY8XVYlUwUHvOhbpmbzCQ8f8HOxN0RoygMqdWKrgrM1mfRmaQpyxem9HVQ0O7c0wl3AzuyCC6GrZaTeFRIpsIhNaERNfwuS8jZ1tOkHP0gqWLjppCq097zy7YEFSTdx8aYZqnx0sJdjarRrX7yuJLFY/rslkQm1ogA99CP75n/E0Hcbz5jcDS06euYJMQZV54FiYW17/BqRvfF04h5YMu86gOZCryF0JeIrccVmUHz0XIJHN0xbK4rBqWMwGFrOKzwW4ItBY5XNqzoFzBjweDAPyRVeFMHZy3kYqq6yYLjKbktRNzhEMFllYEOLp2Vlp1amzkRGl4rHl33Hp56v9zGQSLZxkUpCgUGjr4x4MAxKZRq7eCU2h6t/5RpBJ6YzddxxzZpGrX9mHFFhWGVhYACBma2I+Kf6eZMng1kszFFSV01NBdnckK/8OFhfh6FGYF54heL1w1VVwZjR5NQS9ExS0S2kLrZ+kvRoSGVFZK53nod2ZZZWqpWs+4DYxn/CU729tITGqPToboiWYw+OoXiVdTKcZiMc3fX7b2MbziYuaoJSwsyVNnbvIxJyN42PCxjzs3xo3xrMxOW/DMFiTCK2nWyhZXBdVib7W9JrjrJuBJImqQb4oc2LcRZ2rwM7mFMfHXTQvi3xfC0FPAYtJ5+SEi10tle9lPmHGMMRzSkjnFBzWtUv3IxE7VrO+rEJRidFZQSTOTrCtGSYT/N7vCV3I3/wN/N7vIdlsZdErQDxp4t5nwvRe8w6kex+g/pCEt2dp0XTZNSbnV5YNXrI7zuisneiihWxBoacxvaQBMJuFK9nZZjRXXw2PPAK3387gtGOFkLE5IL73RMbEqQknkkRFnovZLPKhRP7Q6tXB9nadoaHaxdggJmjHx8VosMkkiEkuJxGLiX9gfXJTK556yonVkiGd86Pr1S3ha8HiIkw/cAx7Zp5dL98Dgb3lx3QdRmYdaFEfAP4GacXnbVd09rQlee6owp6FRzDHz7ROPR7Yu1eYtW0Admsaq0llct5d/i5rwcScjWxBVDRKGUTrweNQSWUVoouW8kSP06axuy3FeNTGTNy6oSyjbWzjYsCLgqAAhLwF/K4iJydc5AsSJydchH21Lca1YiRix27R1gz1ii5aCHoKq94oxqM20nkTvY0pTk26KhbP5ZhdsKw5WlgLrGadvtYU8wkz/VMuOuqzxJJmYinLqpWR5fA4VKzmDIeH3extF+6q6ZxCLGVZcVOditlWvdEaBhwbc9MWyq7Y6amaVJ5mWZF3s1m84hViwfnQh+BXfxV27Cg/5Her3HJgnoFpJ3vfcS2Ru39KZP4AtLQgSwadDRk8DpXFtKnseAris/Q6xFRFWyjLwLQTwxBEUNq9G06eFFk8y+F0QiZDOqdgNhmYTdVJhseh4nGo6DoMzjiZmM+TL9TeW5FlkCQDVWXNBG7DgNFRGU0Tz+vqOiup+jyM4EejEt3deZ4xFUjnzYzMOjbsPxRflIk91o8rP0fDoR2odVcwWIDkkML8maRpWTbY0ZTG407jsKgonmWVmlRKVEhmZ1GAAy43x/yH6LjcVrXFViuc1iSaLpPImGj0r068iqrE6Ky93LppDuRwWDe+KWkK5EV2j02tmIJqDeUoqiIlud5XqNg4bGMbFzMuaoKS1ytFYibFYG97ktFZOzazRragMD1uoyucwWo+t4Xv9JSTgLtAnXt1YZphwOyipaoB1XzCzOyilZZAltZQjuEZe9k+vRoW0ubNVRGqoOR+OjprJ1tQaK4T6am9Tel1PxerWWdve5Kjo256GtMMzTjY17G+EVkJ2bzMwLST3a3JCmFoImNiJm5FkY11Rnk3iY4OQVA+9jHo6oLXv778kM0ivCKOjHrY90s30nDffeCPonXvYDjiQDcknht2c7AnUUESG/wFTk048TmL9DalUTURRmiz7KBj7KsrCcqZ8xh9Jsbua9afoJBlznwnCQoDFoaHLUiSRGcNIb1dXToDA0IwezZmZmTSZy6ltjZ91eTvrYamQSwmEwyqWM156r1ZmkK1+5/MzJlYePAwbbkpLr/zAEZwP6OzdoqauFga/Xku6UqWXytbUEgXzczNS+jDp0W+Doiprd79cMVShcQOPN7vwOso4K9xEyNJwkjNYdVQtaULdmez2Gwsr5rGkuZyi8kk66umam8UO5rTHB52s++sNpXZZLC7LUUkbimPJKdI81DmOMOqxvXn/tLb2MYFx0VNUG4c/T885Ps7Oq3hip+312dJZEyMztrZ1ZJifM6OqkmbLoEeH3PRGsyua8s9MO2k96zI9VxBZjjioM5VKN/AUlkFWWbdlshWo70+i64Li3Wvo8hY1I7Lpq4bTibLsL8zyTceDXPr/uiKx1fbEc8lLMRT5gpCMx2zksiY8DjULSNgq8Jigf/9v+F//gf+7u/gAx8QP+NMEGBzStzs73gp0o9/hFIo0LN3qW0gYdA/6Sx7UbTXZ9nZkubIiFggTIrBrpYU2bzMyYUwnnlrhZYEYLLpCpp+8l245vYNnbrbmaCzs8D8vMHAgGB2nZ3aqtM/kgQWi1GOdlhYkJifFxd7Q0OpTXRhcfq0MCh88kkzXles5t+biJhJPXqEhtwozddcwYz5ChaLwDS0hzJYzGe9l0wG5fhxXFNTuKJREQB4yy3Q0HNWL6qSHHU3ZhidtWNW9BXfWzXo+hkSlFOYjjuJJetJZC08M+QhX5T57pMhbCZB+D1OlTqX2MzohsTQTPXR9rMhSWC3CBLktGlVR4l3t6U4Me6qavTX4C9Q7ytw9+k53hX5GxadgwA89L1+vvzGL6PI22LZbVw8uKgJyqQa4/OxH/MXjW9e8ZjHobK3PcnJCRcBd4GAu8CpSRcOq7ZqW+VsGAYcGXGzozm9bushnVOwmPTyzdMwRNXFpBgr9ChjUfuaLqIzcSsNvvOjoZFl2NWSIplRmJg3kcopHB9zrSugPT7m4hWXRxifs1PQ1Ioy8uisnfazdsalG39vU7psQ69qEmF/fsvSWmvGa18LAwPwwQ/Cb/wGpZKExSy+m8MjHvbfdDPSIw/D00/DZZfR05hmYHpJpGwY4j0VVGHu9vBxP4d2C/Gh3aqzqznJopbg5ESAoEeU2XUdkgUrzfa8cLPbROnC5YKWFuHyOzwso+sSoZAw4jsb9fU6jzxiprNTw+vderHrRjAzI1FfL1pIqiqh1DBaPDJtJff4cxjxOKbLDjAXOojLptJbdxaRzWbh+HGYnBT/b7cLV9+DB8X3DBCu3LSshvb6LJG4hZHI2hVNEH87TpsgDmoxhdsRx2MvMJ+00NmQxWHRuKS79upiNeg65IqCBC3MmysqNcuRL8o8dKyOprrqraIvLv6AxQUvzL0E2h/ha6e+xqn5U+wO7T6n89vGNi4kLmqCAtBrXd22WpKgrzXFTNzKwLSTXS0p0jmFE+Mugp617aM1DbFwdSTW9KwoYXR2iXRMzttIZEz0NqVX7IBGInba69e+ESYypvMm8i3B7dDoc4jPJroo8+yQh86GTFXNztCMg5ZgDovZoLsxw8Scjall1YKiJlcQsxPjLpoDOWwWnVMTIiytK5xZVYNxQdDTIwjKP/2TWMxe9SrgTGm8Nclzwx4OvOQQ0s+fgMceQ7766hWTMcsXsIEpB4+f8pbbA409l+IdeArvtdcSXbRwcsJFKqtwWfciyAdF8NzVV2/4tK1Wg3xedClKDr2zsxKDgzI2GxW5TTYb9PUJcuJyPX+fdbEoog/OTrmuBsOAI8NOpn42QktuEOvBvbS+fPeZDcEZYpLLwYkTMD4u/t9mg9274bLLtiTxs8FfKMcU7GxZu6oXXRRVwdl4nnTOQ2dDgnyxjt4mkec0PGM/p0nCUmW1lurqxJwNu0Uj4FnZdj6IxD3K0+KYSNhMdhqc21b327i4sOXZ2x/84AeRJKnin127lhI0c7kc73nPewgEArhcLu666y4ikcimXuv/Nvwab6m7Yd3nhf15OhqyHBlxYxiUqwUnxsUicjZyBZmjYx4u6aqNnEzM2Wiqy7GQMnFi3IXLptLXutLpsZTg6rStffO5kEr8sD/Pvo4UbrvKkRH3ilL0dMyKy6ZWiFtbgjlMisHwjL3iubmCzJERN0FPgZm4lemYlZ0taXa2pJ9fclKCxQJ//MdiwfvHfxS2qQiSsrddkBTjiivFNM6DD9JYl6860QPQ05TBbdfoCmfY0Zwm6QzTP6jQP+kklVVo8OaQZYP+KRe5YIswbdsErFaRnbQc9fUGNhvE4/DggyZUVaKtTae5WfxTsqJ/vjA4qKwbdzAasXHfkwG+/99RPA/dy0tvLrL3nVfTe6kLm5GF556Db39b/PPgg2Lk95WvFMTy9tuhpWVL/1D8riKtoRyHh90VxLRU/Ts95SxXRHc0p+lqSOBzziNJ4HMWiafM2K06BhK5woX5/FuCOaIJK/niytf7k/Ab+Pumd3CdfTdXWy/h/l+6n4Bj7bHpbWzjhYbzUkHZs2cPDzzwwNKLLBst+N3f/V2++93v8tWvfhWv18vv/M7v8LrXvY5HHnlkw6/zRs9Lan6u1ayzryPJ0IyDeEqnNZQj6CmUE21LY6PJjML4nJ0DnbXZcWsazCfNJDIm/K7imuPFy6ssq2E6ZiXs29qx41rQ05ShNZTjyIiLsWiAq3fGyRYUippMY93KHWG9r8Bi2sTjp3x0N2aYT5g5MuKmsS6PJLHuTvR5xRvfKKZu/vzP4bd+C1pbMSkG+9oTopJyyaVIJ47jefT7TO981aqH6WtNcWxMTDg1BfLgm4XmNEVV4oFng+Vx6uNjLhz6DnrnF1ACvg2dqtVqlI3T5uYkFhfFfzc16TQ3A+jl6RxVlQgEdDwenYUFCZ/vwpPCqSmZpqal6aB8HsxmA1U1MRTxEM+4GI9aaZp8kjuKTyPdeBXUXwOnTokqk2EIItnXB/v2bX4meRNwWDX2tCV57JQPr0PFbDKQMGivz65JsOt9BfonnfhdRbrCGU6Mu9aOR9hC7GoROqr9nZWtJUVS+N/hu3iX+6U8GI+zN7R3lSNsYxsvXJwXgmIymQhX6QEvLi7ymc98hi9+8YvcfCYL43Of+xx9fX089thjXL2JEvhG0RXOEE+JxXRPW5LWUO6MsZmznF5ba8qsYcAPng3R05heV6U/FrXXpH1J5UwXXqNxBlazzuW9CWJJM99/OoTdonH7ZXOrPt/rVLGZNe55vJ6uhgxX7Fhctzr0gsGuXfCnfwof+YjQLrzsZSgK7O8QJGX/rt3IZjOuR39A8uWHcDtXVgRKI8dl/UIgANEok3obN+yLlcv0cwkL8wf28cDXh1Cu6OaGfbGaK0qqKsSm6bROXV11XYkkQUeH+Hk0KpFKSZw6pXD99bVZoW8VsllBSJqaxHubmZE4eVLBbJaIJwNoKthPPM0dieeQggHIWOGZZ4Q2Z+dOuPPOC0pIlmMmbiWZFbfD1mCOhbSZprrspq7nBl+embj1vLdpS9jVkqrqV7SNbVzsOC93g9OnT9PU1ERXVxe//Mu/zNjYGABPPfUUxWKRW2+9tfzcXbt20dbWxqOPPrrq8fL5PIlEouKfc4HfVWRve5ITEy7mE2YkCbyOIi67iqpJq5b1l2M6ZuWxUz76WpP0NK1NTrJ54T1xLp4LFxI+Z5HOhgz1vgLffqIercppp7IKpyacPDno4xVXRPC7VSym50+UuSk4HIKkzM/DRz8KusibKZEUvbuX5iubmfraz1YdVfI4VGRZ2Nizfz+FZ4+jalKFhiDoKbCzR+eO0DNct3uenxwN8JMjAfonnUzHVjrkqprE/EKIkRELmYxMS4tOd7eO378+qSk5wfb0qPz85woDAwqFC2SLMTCgCC+XQZnBQRmXC3HOBZVrTj/Hld/4G7oijyK5XdDeLkIWX/lKeOlLhXD5ApITTYPB6aXWjcOq0duUprcpTUswx972JJPzNmLJ2oTNXkdRXANAnbtILGnesN/LZmExG9R780zMbUEuwTa28QLClldQrrrqKv7zP/+TnTt3Mj09zYc+9CGuu+46jh49yszMDBaLBZ/PV/E7DQ0NzMzMrHrMD3/4w3zoQx/a0vOUJNjTlmJy3sbDx1x0NGTZ0SxK8otpoSVp8OVX+J4spk1MxWyE/Xm8DpX2+vXbMSOzjppKvpPztlVV+RcSR0eXjNn2tCa496l6Ouqz7OtIMrsgRIJmk04mr/CSXTHqfUXqfUWOjbloD2UvGiJWxlvfCocPC7Ly3vciNzZySVeCZ4c87O9oR9ofRP/6/yC/7jVVF9G2kPCV8bSqDE476LttFa+Pnh6s4wPcdonQI43P2UnnFE5POdF1mJi3EfIUSGRz1HmjdHQUCIeXRLAbQVOTQToN3d0aY2MyqirIQl3d1q6as7MSyaTE1JRMKKQL8ze1yOJPjzH/lSE4HuHGwo+5PwDxt7wHe8PzJ9Q821a+oz6zpsZsR3Oa0Vk7+aK8blWzwS/aPCWReckb5UJVNercRVI5Ewsp05aaU25jG88ntnzL8rKXvYw3vOEN7N+/nzvuuIN7772XhYUF7r777k0f84//+I9ZXFws/zNeUvNvAYqqREswSzxlJpsXH4fXKUSuBVXm5ISLbF5G1SSOj7lI5Uz0taaIp8x0NqxvOjUetdESqE3Vn8krz3uL5NSEk96mdHkdNpvhFVfMElmw8NkftJDMKtT7CuSLIkNmuZfJnjYxFVTrrvMFhf374f/8H/jUp+CHP0SS4JKuBEdGPXTscTK460746lepWk4Cdrcmefi4n5A9tboxzJ49wtEUIZTe1ZKiqMkMTDtYzJg41BfD7yqiahKxhRCTk+e2C6+v14lEJNrbRQXGMESVY3RU3vRxVXWpQlKaJGoIFulOHuaSn32axX/6b0b/73eQDx9hl30U71tvZ+SjH+VYd/fz0r6ZnLeVqySZvFKuknQ3rk1OSmivzyJJYvpuI1AUYWNfqqpcCLSFskzFbKuOJm9jGxcbzvtfj8/nY8eOHQwMDHDbbbdRKBRYWFioqKJEIpGqmpUSrFYr1rNzTrYAle6wOU5POXFal4Lbwv48YX+enx6pI1NQuP2SKIoiplUMgwq76WrIFWSKmryuwdsLBaOzdup9hfL7KqrCYEqS4Lo9cVRtge8+GcJl07jlwDxjUfuKNaenSaQG17LrfMHB5RLC2c99Dv71X5He8x4OdCY4POLB5NHF9MjddwtX2rM8TSRJTANl69vFOGxblZRmWQaTiYUFmE0LA7jmQI6+VuEAOjzrpDWYxSBBYDpKKKQyNCQzPi6j6xAMGlX9T1aD12sQiSiEw+L6CwQMAgGNfF5M2oDwWFkvsXh+XmJhQSx6JhN0thWxHDuC6ZlnoFjkxFwD9ku6OHL1r9A0/Ci7Bp+icOONzLQfwFmAQmGi5nM+VxQ1mZGYB5wiiqA5kNtQTk41hP154ikz/ZNrh3eeHZHQHMhxfMyFz3XhtCF9rSmOjKwUzW5jGxcjzjtBSaVSDA4O8ra3vY2DBw9iNpv54Q9/yF133QXAqVOnGBsb45prrjnfp1KBau6wvU1p5hIWjo252N2aYnbBQixl4aqdC1hMOv1TLmxmjUxeqUlIOzTjqFlwu5FKy/lAJG7BYtLxu0QvfXbRWh6pLOlrRiJObtk/Tyxl4akBD+mciZ7Gle68bSFhfjU6u77nywsSv/qrYqLkz/4M6X/9L/Z3wCMn/IzZGml75StFJeV1r2P5yj4w7eTynkUmHL2knnsA11kEJV+UGZ21I7Xdgufnh9lx2/6Kxxv8BRr8Yqrs9JQXTZOxWAza2oQuprNTL/ufgCBE7e36ulWA5maNiQmhYynBaqUcLDg2JlMoSPh8OsGgID+aRkWVpc6rsiN9FPPTTwsVrKKg7ttH7pd/mYefcODz6jRNPUTnA/9G4YYbyN75PgDmhyS6uvSyn9r5QjxlZu5MJo9pwUVPcAGphgC+jcDvKmIx6RwZEe3Pagj7RVbO8gyn9vpsTSZwW4VSUOh6ZGob27gYsOUE5fd///d55StfSXt7O1NTU/zFX/wFiqLw5je/Ga/Xy6//+q/zgQ98gLq6OjweD+9973u55pprNjXBs6hlaN3g7xiGMGDb2Zyq6g4b9BQwyxrffqKBvW2JCu3IrpYUQzN2FjMmInHLmqGBE3M2WoK179yyBWXdisz5wmLaRCavYDXr9E86V9jQl4LIdraI7J6Ap0hBdQGC6AU8K9OjS+ZXF+2N8uBB6O2Fj3wE6eabecl11/PtJ+oJX5bH8prXwDe+Aa9+NTiF74nVrGM2GXS2aRz5sZe9hrjWhiMONF3CahauulKzHb45BOyv+rKtoRy6scj/9NcxPGxhuWSjvt6gvn6JRIyNicoKgMdjEAqtrK44nTA1tXrJv61NHGBoSObIEROKYtDSrNGVOozt2acEIZFl1D17yL35zWC1Cm+QIZnFozIdkZ/T+/RDFA8dInvH+zb1UW8UhgHjc/ay/0cpGwmA9LkJ6NeC06bR15riuWEPdY7Vp9vO/p3pmEShKK206D9PsFvFRuPpmQxHeZyxgsEh4yITsG9jG5wHgjIxMcGb3/xm5ufnCYVCHDp0iMcee4xQSKSLfvSjH0WWZe666y7y+Tx33HEH//7v/76p17p+5I95xPv39NlroynrucNqmsipcdlUXnVVhLGovcIZ0jAgV1C4ZtcC8wlz2TH17ITefFEmV5BpCdYmVrtQav9qyBVkfnbST3c4Q9BTWJFJUhIFnx1OZjEZXLVjgZOTQqNzYtxFS6CyIuV3FbGadY6OipHuiy4K3uMR7rOf+hTSsWNc+rr388yQh0u6JKyvfz187WvwilcwvthUQWTdljz3/TxAT0uOrob0ymvN7xeTQ4HqxlmSBHXeOdrbCwwOKszMSHR2Vi4wikLFzxYXl6orAC0tOqWuaFubxsiIXB5FBmGpPjYmpsvQDQJzp+gbfxQ1lWfkkTpGu7upf9UvYfcvVYk0DYZOK0gS9Ew9xND9Y3S8pofsXeefmOSLMmPRJR1Ia3CLkq83CJNicKAzwY+f9VJQLSsed9vVctZUCT1NF9YbBeCo/CQvO/558rZpsCX50f8c5vtv/z5m5SLUh23jFxZbTlC+/OUvr/m4zWbj4x//OB//+MfP+bXieoovxx/iQ/a3rPvcXEGmf9LJJV2JqgvlSETsyHa1LGXStIWyJDMKR0bc7GxOMRRxsrNZ3GRKCcGT8zYm5230NC65pQ5O197aAZ6XVkg2L1oO/VMu7rw8UpWwTc4Lwd1qN1ZFEcLYiTkbBjoLaTMT83Z2NqfK2hSHVYhBD4942NOWrBp+9oLHb/wGPPoorR//IzJv+gv6J330NoHtjW9k4vM/oum2q5lPBMrptc37wrjyT1O07ajegrnqKvjRj+DlL1/zZWVZtGJUVeb0aQWXy6Cxsfqi7PUu6VMMAyYm5PJ4sc0m3GgXFyXm5s5oSUaG6R5/CHM+DbKMtmsX+de/HhyOclVyYkImHwObzSCblZEkg11zj2D5+ROcaL2F1r94E+oq651hnDvxLoVNAlhMetV24vMBSYJdLQvc83gdi2kLhJYea6zLl6uQyxHyFphdsFDvuzAz35+e+wFF32mIt4MtyY/Hfsyp+VPsrd82bNvGxYOLPovnUkfXus8pucNWE45FFy3MJSy012er5l+4HRr7OpL8/LQXk7yy598cyNFUJ0iJgYTdom14VLigyljNF2Y3OJewMJ8QttyqLq9KTk5PCWfM5sDKG2omr2C3LH1WLcEc6ZzCcMRBdzjN6SknNoteJl0mxWB/R4JjY266wpkLnuK8JbjmGmHu9refY+9d+zgu30LQpXBk35vpvv+bBG7Yy44ev3huuA3n977HQGMf2by8snUnGINYwWtYca1WkWScTEqcPq3g9y/pRapBkqC1VUztjI/LLMRh9ukZ+p8Z4pLQOGF3Cse+DopveC2a07nqcXw+nZkZhVhMwj1wGOtzT8MdvUy+9f3YCsIhdjVEIhINDRu7pg1DbBRUXbDbgLuw1Lp5ASLomSGRtdRkyhb0FDg+5iLkLVwQknWZo4svxn+K7B8FZLxWLy2elvP/wtvYxhbioiYon2l6L6/xra1diSXNzCctKyoa6ZzCWNRO0FOoqfTqtGoEPQVOTrjY2VyZ/CtJooybycn89FiAvW3Jmr0ILlR7ZyxqJ5uXCXiK7GwRJKKzYeWopabBsTE3vU3pVTUxk/O2FQuH06axtz3J6Smxe/Q4VE6Mu6j35gl4ikgS5ceDngJ+14V1Od0S+P10/NWv88DfP0q7927u2/cbvP4lMzgvPwTf/CbYrhAZMYoChkFPU4YjI272dVQRVe7cKezdl+VUrQe328Dt1pifF0SloUHH46m8gFIpiUhEQh4bw/Tcc3SYp7CYDbSeHk5eci1Ne64iGpUYS0swI061JMQtYXFRYnZWxuEw2LXwOOZHHqF4xRXk/vRtnBqRGX5K4dpr1/7+MhmJcHj9izuTVyqMETvqn+dQyQ2iNZjCMHwVTtEum1p2pV6OHc1CvHohYiA+UP8a/IqL78afJKua+PCb/hWfzXfeX3cb29hKXNQE5TbnJWs+HolbyBaUisVU1ynv8GvtCY/OipuPy67hdxU5Ouqmoz6z4gY0MuvgZQejJDMiMTnkLRD0rF3SHY44avJT2Qw0DQZnxLhlWyhbJhzjURt1rsIKz5VExsT43Eq9yUbQ25RmPmFmdNZO35lJqBPjLjobMtgsQig6OmunUJTWFBm/kGAY4hooqDKKbNDyq7cROvFjbn/gDxlreh9tnSacr3kNfPe7ojLS3S3KHrkcO5rl6kLhvj741rc2RFBKKI0Lz8zIzMzIyJKOMj2F8syzuItx9nhSaJ2dqL9+PbrbTame13XGB6W3VwMECSgWKRvBLSxIGIZEa6tGX+pJzPc+iHrwINn3vx8QNwtdl7j55iKRiMzMDLhcBg0NGyMUM3EriYwJSQK7RXtBV0lqQWNdnljSzOkp4SHUFBBtHrej8n2ZFAOHVVuhUTkfkCSJXwvexl32a3kwHqfD23FeX28b2zgfuKgJyloo7cqWj/eNRe1k8go7mlI1e0YVVYl8US67o5pNBvs6kgzP2ImnKe+apuatZd8Pt0Ojz7G0OLeFVs/0UDVpy3eMyYzCVMyGIhticmQZ2YguWpBlVkS0T8dEKuqedbQztVR8Ap4iPmeR4+Mumury9LWmGJx2oBsSPY1p2uuzzMStNecTPV+IxC0kssIsrb0+W27DxVNmjjTfwfUf6KTxY3/Ciet+k9YbunC94hVw//1i1d+9G44dw3rwIB6HulJ/IEkiFC+fhw16/KTTEHk6gvnZZ3Akk+iGhNrUQvPbXoJS52G1BqMkgclkVLyk2QxOp0EqJUS0pmNHSf370wzu3ov6it+lrU2nJDOJRiX8ftHmbGoSn0UisSTO7ezUq/5d6TrEEiGGIh7SRSf13vwFy6m5UKhzVwrCV0NrSHijbESjto1t/KLiRUlQhmfsOG1aeUGYT5iZXbTSGszSFtqY/uH0lLNqpaUznGUhZeLIiJvexhTJrImmQOWOqd5XoN5XYCxqZ3xOobcxVdFS0fUtTYxnJm5lMW3CbVerlpFTWYVExlRO2S1hYMqB16lWTS0+G7WSiuUC2njKTHdjhqIqcXLChc9ZXLHrfKGgZIduGFDvzdPrX3luCykTHocGoRD81V/R9/GPc/L0Lpp//aW4b78dfvITMakzNQUHDxL25zk14cTnLFaOml55JTzxBFx33brnNf1UBPXRZ5ESCexmlV17fRTfdg3GGcPD0ugvcYTd/CrXVWenTn+/wo4dGpOTMtmsRH29TvPsM1i++2PUAwfwfvCtIEnous74uLDJ1zSYm5O59trKnb/HY+DxGGjaUiUmGDTIZCgTl2jUgs81R1dDgqbQ1hsuvlDgtGnsbD4zhuwukM5Vd4ZuDWZf8OR8G9t4IeBFR1CWu8PmCjLDEQd1rtp0Jmcjumgh6Fld1OZzqXidSb79RD3X7FpY9ThtoSyGIc7NrOjlseWtaO8YhjCEUzWJBl+ecEv1namqSYzMOipMpnRd6E26G2sXrm5U0NsSzJHJKxwdddPTmC7HBJRGtBv9ued9DLlQFJ8NCDfQtQhTviijGxJ17iKZvILDCrz3vex64AH6//ozGB94C54bb4Sf/QzOhGQC7GxJr9SjBIMwV91Pw7aQY/5zj6AaOjMLHq642sD8lisx6urEOZ/1fEmC7m4dVRVtHJvNoLV15fdkGBCLSRw+rNDdrdEWP4rlcz9E3beP7PveV8GYZVmYwQGcPKmwb59WMcrc2KjjEB8biiI8V9Jp+MlPTAQCQsgbDuvYbAWelC8eXcm5wGwSY8hHR93EU2YOVBHmux0a03GZorr11dNtbOPFhBcVQTk+ttROOTXhxGKqXWdyNgwDZhct67Y8ZuJWDu2Ol8eYVzMlkyQhkssVhGeIz1lEN6RNj93mizIjETuSBJ0NawsLDUMEAB7oXDKxSmWVMmE538TAYV0S0JaiBPyuIhNzNpJZEz1hMYa8t626P835QInYabqExaSvaIWthqGZpeDHUxPLBI+33sqOPdOc/vBnMd50M95rr4WTJ+GBB+BMendXOMPQjIOu8DJSGgpBNAqKwvSjI6TiRRYyGTzJPKF39lG/ZzfFYRlTp04tV4rJBL29GpkM9PcreDw64bBRrrAYhsSll6pM/GiY4E++jbp79wpicjZmZmQaGvQzIt2lsxgbk88cU7SKDhxQKSVWdHfrpFKi/ROJWDCMF8B88AWCJMG+jiT3PRWiPZStKpjvbUpzYny71bONbayFFwVBWe4OO5ewMD5np7cpfU6eGwPTTnob1249qJrEYsZcTizNFYocGVm7IlES584nzAxO2wl58htKH42nzEQXhS19rdMAJ8ZdFRWKSNxCOm9a1bJ7rdf2OTc/fVMS0B4fE6ZVLcEchoGwB3cUOT4uqizn01F3ct5GOqeUid1GrpFI3EK9t7JCVTEp3NhI79+/k4G//zrG0WP4XvMauPde0fK58UacNg2rWWc+YSagzVI4fJKRYRl+cD/SwcsIX95LY5ObsWiU2WeeQQ/Ubfp9OhywY4eY+PnBD8zU1RlccomK5fRJLJ+8n2TDpUTe8T483rWPUyiIqkhpIqfCS8UE11+vIstCSjMxITM7K0abAwEDn8/A5TKwWAo8kAgyOOPB5Tz/AtEXCva2J5mO28gXCysE4ZIkvFHmEpZ1hfTb2MYvKi56gqJqEkdG3LSGsgxHHDQHchuymK+GdE7BrOjrWlP3T1bqU2wWnX0dSQamHNit+pohZQtpM7ddMsfsopXpcRtd4cyarZOJObGw+l3FDVnHD804aA1myxWWoRkHTqtauYuvEXMJyznrRQKeIn7XkoDW7xJjz+mcQrag8Oywl76W2se0a0EsKbJaJAka/ZsLjzMMVoyrlyoiFZoek4meP/klBr70c/iXz+Pb1woNDWJiJxjENFHkibk2Opvy2HZfRu/1VqRvzcIrd22pICmXg/FxBVk2uPXWIvEnhpn80KM0XNaA9t73EpQkUWHxrt3aGxxUcLuNcmvH4zHo7l55nVqtlH8uSUInXPqd2VkLPvcc3eEE6ZyH6ZgVp00757/TFzpagjn6J51oulRVcxLyCm+UgPvCeKNsYxsXGy5qgjKaSTC70I3dqlNU5S2zkh6ZtdfU2mnw5aveWHqaMsSSZo6Outndmqw+2WBIKIoYUWysyzM046CoShXhfLq+NCa8GeI1OW/DZVNxOzQMQ+hNOuoz5Ymk5wuyXCmg7QpnyjknswsWfn7ax86WFG2hzS9g2bzM+JxogfmcGyN11XB6amX7zmwyVo2277lzJ4OaSuHrX2Fx3AYuH0RV6t90Cy91auK7KFWwdu+G48dhz55zOkeAVApmZhTMZoPeXg1lYADLv30Pa08PhQ++iakZE6nTEu3tGn6/zvy8RCBQScQLBVEFiURknE6DQEDHbl/lBc9CNit86EKhpWwgs7nAD1JBhiIe6v0mfM5iuQ0L0NNYJQ7gRYSmQJ75hJmBKQc9TZUbg96mNIPTK3++FTiVm+DehSeZyUlcrb1+y4+/jW2cb1zUBOWWh77P3dd6eXVbcMuOOTFno3kdJ1hNExWQUmunGurcpVFbN82BXIUxmapJKGeJBrvCGTQNTk26AAMJsZB3h9M1j0QvRyxpRtMlmgNimmBoxsGetupkqRZoGsjS1gr6zhbQ2iw69b4Ct106x6MnfQzPOLh+b6zm3aWmCeGxbghH360KKUxmhHNutXZQ0HPGwtwUg6NHIRplLucirgThkss4Ye5kz7G7CTaFhRvtA1+HV7+atlB2KeKgt1cYvZ0DQVlYkIhGhblaT4+GPDiI9V/vRevqIvue91D64kvjwSMjMsWihK5DIKARi0nE4+KDtliEALaUorwRTE/LVXOD6jzR8hRPKd9JkkRl6uSEC5Ni0ODbWLvzYoDdopUNEq1mnWNjrorNj9lkYDYZpLLKlm4cvr3wBK8d+ls0xHfxg7uf5tF3PorV9OKdotrGiw8XNUEpdPyAp2xeXs0vb8nxNA2SWdO6lYpTk7UFf8my6EOPR23EkuZyK2AkYq/aYplPWpDOSCF1Q8LvKGyKUGTyCnMJCzua08wuWEhkTNXdTDeA4YhjU22h9VBNQAtwza4FZuIW7n8myL725IoQw+VYSAcYmvFQKIpz3CwJWw0T8/aV33c6DceOEYhEOB4Pk3Rb0bsPwMGgsGh3C0La2+Vh2HQISY0R+MIX4K1vha99Dc/rXsdC2sxCyiQWZZtN9GVstipnsDrm5iTicRmPR6e3V0MeHsb6r99B6+ioICZno71dZ3RU5uhRhRMnZG64Qa1o3Zw8qbBr1+YWzPUIpdep4nUKImIYYnQ9X5Q5Pu6iqMp0NmRoq39xtH9aQ7myeN5l19jRlOa54UpBeHt9dsu9Ub4Uf5DlsupnIs/QP9/PvoZ9W/Ya29jG+cZFTVCQNQ65dm/Z4fqnXGtWRQBmFywbztNoDYmsmiMjbnY0pzGQKtaNUlBhyFuoEL7OJSxVU4LXgqYJX5P9nUlGInasZn1Lysdnn/NWoySgPTbmYneriBII+ws4rXGOjblZSJtpDuTKC1t0UQTJRWJ5nNYEXeEEbefBY2NiziY0K5mMaMNMTwMQk4PMtxyAy24kGrNxec8CTrsOnFW1cTjotEwycuiNGLv3EPyPf4HXvx6++lXaXv96jk768TqTSFddBY8/DjfcUNN5zczIJJMSgcAZYjIygvVfv43W1kb2t3+baj2TbBamppa+xNZWnY4OnWPHFObmZDIZg+ZmQVxaWy9MG1CSKGc27WgWrbn+KRcnnnYhSXCwe3GFqeDFDLNJ5FKVqoYlQXhzIMfEnG3LdDnXu/bwpfiDmFDQMWhwNtDh69iSY29jGxcKFzVB+VrLH3G759ItOVYsKSZU1iIeui6qHJvRujhtInTw6KiLdM5EUZUYmhEmEh0N2aoC2aBHWOWPR21Mxuz0NK4/mXRszM3e9iTHxly0BnMX1cRENQGt26FxaXeCkxMuJuetPHLcT2dDhnBdQexKLQl+airy1MAAb//oRwGYisW48/LL+eg737n5k8lm0Y6eIH1SpcUXQbc5GKm/Eu2y60GS8LuK9HoKQIbe5kzlyPHZkCQ6QmlGpS6MD3yY0Gf+Dtra4O672f2613N8vI49bUA8XvFryWSSt7/97Zw82c/3v/89+vr6+Nznvs3nP/8fuN02PvGJfyOYUrF+8R605uaqxGR2ViKZFBe13U5VgWt7u87iooTXq/PMM2LCqb198x/ducBu1TnQmeBAp6iuPH7Kx5MDJvyuIkFPkY76ra+QnW/YLDq5gozNsiQi3teR5NSEk7A/X64oTcdtaFpVbrlhvDv0MhrNfr4be5LFgsJfveVjuK3ucz/wNrZxAXFRE5Qr7b1bdqyZuHXdEmv/lAgKPBfkizKaDj98LsDtl87VdLNtDYlx3IFpJxIG3Y2ZqkSqZKt/bEyIc7dKeFhtvPZ8YbmANpY0l7UaNrPGxJyNm/bPMxa1s5g2Veh6Dvb08JO//VsAfuVjH+M1V68dIrkCuRycOAETE+L/bTaetN+A70YfpxUJCYOOhiwmpXo1ykBaPZy4owNGRmjv6mIsamf23X9O/QNfhFOnkO/+Mk0vewsTcy5a6uthZqa8QtlsNr74xS/y+7//ISYnZcDgS1/6d77//W/x3P3387Ff+zU+9q53kX33u8XML4JEj47K6Gd4SChkUF+/to7E5TKYnpZpbhYkpqFB5/RphVBIx+erXXcUj0sbev56kCS4+owB4uyCSB1/8FgdTWciJercxYtiRLc1mK0qst7ZkmZ4RlRP630FdjanttQb5dW+q7nRvI8H43EanA1bcsxtbONC4qImKFuFoZn1HV2jixYC7s1pQkBk9SSzJrIFhUO746iaxLExN+312ZqqHJIk2iCForCL9zjUinHZUjsnmrCes97kbCSyZhqqWL6fLxiGyEBK5xV++FyQG/bOY7cK35eTEy6a6nKYFIMT4y7UYuV7LRSLPHH6NJ993/vWfpF8XhipldxerVaMXX2MNl5DUVdYSJtwmHV2ttb2WXY1pBmJ2MsuwRXYuVMYtnV10RbKMh61EbnlLTTsOwKf/Sz+9KdYuOPdpPZejevBe+GqqwBQFDMLCw2kUsKOXlFO09fWjPdTn+JQOMyfA4XXvpZUCiIRcWFKkkgnNm3wL7u1VePhh01cfrmKzQZ+v0YkIkaRm5s1nM71jxGLSVUrNFuBUmxEV0FmLGo/c42IUX8Q77ujPlPODXohYa2qbGc4y9S8lfGojdZQjjp3UfjkvIjaWtvYxmbxC09QcgXhhLmWOZhhCD3IRls7hgGD08KttLEuX1byg0g23deRZHTWTjxlLvfh14PFbNDXmmIxbeLEuIsGX56CKjOXsNBUl1tTTPpCx3TMSionLsmO+syZfr3wlXFYNZoCeXa1pBiaceC2q/S1pjgyBLOLzeQKourwwHPPccv+/chnM8lCAU6dgtFR8cVYLNDXR7LnUqYXxAytJEF7IIPFLMjPRr5vi9mgoK7CXs1mYQxyBq0hoTeYqd9P+EMfgn/4Bzo//yGO3PVB9qoaatFgLt7A2JiFK67QcLkMrAtRsvfeizeRIPubv8nMvJXMv3ySwUEZp7N662YjyOfFKro8t7ChwaChQWN8XGZyUqKzU8P8PDMAm0UXOi5DkHKgHG0xErFTjPoAcNVZX1B/CxaTTr5YPSaiNIY8OC08dU6Mu7YJyja2wTZBYWjGsW5J9dTkxlo72bzY5UmSGB8u6Ub6J1cG47XXZ0lkROhgX2uqZmdT0bdOcWrCwcPHA9x5RYSwf+vL3bnCxrJ3NoqFlIloQoTzhf35ciL0cvQ0ZSoEtF3hDBNzNibnbQTcUeq9k8wuXoVhOPnqw4/wq7feIgjBqVMwMkLZi33nToyXvZzxmJN8UZAJV15dUXqvpaJWDQFPcXVnUJNJnNOZFb4lmGNy3sZ0xkvjn/85/L//R/sn/ph7X/KHBJ6cIuCL0NFRwBSdQRkagp8/Q/TGtzMe+SSDY1YaGnQcDmVLKhaGIcaDr75aZWhIXnHM1lYdwxBhgIaxehjhhTQbkyTK1aq5hKWcc9UbXECSIOUIl6srIESoqyWKXwi011dv85QQ8BSxmHSOj7nobsyUyco2tvGLjF9oglIyW1sLcwkLfmdtrZ35hHAstVlWt6GvdhP3OFT2tic5OeEi6CkQ8tZGNBZSJk5NunnHLRNMzNk4OeFiR1NqS0WE43NCnLuVyJ0p04MwUavFnfZsAW1LMEd00cLApBD+tfnjhCIDPPzkYf6y4VKY+CHs2AEvfznpgpmp2Jnx3YjQBJQEi9XOzTBY9fG1EPQUODXhrE5Qdu0ShGnv3vKPmgM5puat9E840G98N7a241z1Xx8m3rUT924/pv/vbsZ8vSRCnYwfeCnXXdfFP/1zP62tOZ599ll2796aCbbBQREcaDKBYQhvlLOvIUkSxETTRBihxWKUgwRBkJznCyUxeb4oc3rIB0Bbu1FBBkqEFkQ1o70+e8EJ1XpwOzR6GtOcmHDjtpXCKJ9fU8VtbOP5xC8sQTEMMbmzVvXEMIQ4b70Ky1jUTq4gU+curkpMsnl5zUVPkqCvNcVM3Lr2RMgZzCfMPHKijlddFQHEJJCuC8dTq1mno2Hroty34kau66IyoRtSuUy/UZQEtJPzZxxojUEyzzzN4nd28cj4GNP+WQ7sOciR3pfwzRkvjdMpguk8dkuWxrqZ8nFmF1d/jdNTXnqbIoxFN/MuIZrIoUynsZjO+q6dTlxPPEGqYUmsuJi2EE3YyeYVQt4cjj47mT/7LQp/9GkcuR0c+8Mb+ejH/5wTJ/r58IdP0N9/F294wxt42ctehtVq5a/+6q+YnJzc3ImeQTyuoGkSs7NCB2W1wqOPWunoWJ24OxyQy0k89JAFl0ujvl4lEjHj9apMTq5kKtHoJj/MDcJq1tkRWiCZSnF40EleVfA5CwTcOWTAZRHPK6gyjxxzAeJvPODO4XNurPoYW1zjIloFZkWnUJTWjNCwmMUY8pERN/2TZi7pSqz63G1s48WOX1iCUkvbZq3naNqSDX1bKLtuwN34nL2mRTnsF+O1R0bcZQv4FceK2jg56eIVV0Qqfi7LYjIgmxeJyXWulSFlG8FW7IrHozayBQVZMuhsyJzbZJGmQX8/zQMDZIpmjlp2kdxzG67EA8wcy/Fk4hIcdR1846FnafCNcWKknnTOg88VXeGCK2Gc8etdgqqbcVoWedS+eZGxYcBcspGQZ3rFY1f09/NzXSeV85AtuLBb0rhsYqFLZr3ohoLXEaPuyjqGZo4y+b3/5Na+Pi5rvp46TxR9fJwM8NorrwTg0a99bdPnKc5VIrrQSL1/quLnscUQXlcMRVl/954v2EhmfOQLVprrR1d9nkNVcVjPv4tpMpXiW48+yojvBACZvJNM3o0s6/ids1XJdjrnJltYEtv6nLMo8voVNEmWcW3gPXU0rN3mKR9Xgv2dSZ445eXkuJNdrRdOoL6NbbyQcFETlIHCNK2ENvx7i2kTLpu65mI5nxC+KGc/J5lRmIrZUGSD3qb0eSkTW80idHBoxoHFpFeYN50Yd5HKKbykL75qK8duFYnJsaSZE+Ni6qVkcLYRjM/ZaQ1uvBIzl7AQS5qRJNHGcFjPwXwqm4Vnn4XZ2TMMbCfceScOWcY/Z+Xnz4S48vLXsLhL419m72ZQ6ibVsx+LaS+SDGZFI1/cgcWk0xZanZDqOhwZDVDnzqPpUpmclezYl6P0M5Ni4HfmcNrUiutgYMZDT3jlzjeuN2LvOUhdCOpcKysU0UUbBU3BPf4zZODaAwcI+v2MRV00B9Ir4hHOFf1TPnrCC8hypemJGGn30ttUe5Xg6cEAHkcfDb4MbvtKgafDasXn8ZzzOa+HXLFIXtN46ZVXUu9dimouqhLjc24MoLkujc1SnXxpusTEnAtNF1+oy16k3lv9b8BltVK3gfe00XvFlTsXuf+ZID5nkXDdxjcaj6VP8p35nzOfk7ms8Cq8rBNdvY1tvMBwUROU20f/nJ94/5aXbNBNdnLetm5rZ2bBWpGZMRMXGSIuu7Zu++VspHOb6yV3hTPEU2aOjLjpbUzRP+XCYVXpDudrOl6du0idu8jkvI2pmI3ucHrdhOblyBfXbkstRzqnlHv8AXfh3HJw5ubg6acFObHb4ZJL4JprKBQlRqMOONOtSWQU3nHLBAtpM2NRB3M9b+eq5M8pHP8egwffiMslEmNLLbjjk63s70hQ71t5s++fdHL7wTSKUmMqHiJTaT7hLU8elYhMwCPTP9NIy5kx8Ml5G7miQv0OLztSAwQu21NOl16OppBoKY6NtWI2nyDo99MUCoFsxedybakeIRK3sKcDQt7qYzkqdnwee82vmSmKwLvJeQ+JrImO+symdDxbhXqvl7ZQ5ealu1H8eyzqI5uX8TmLVSuMncssQxbTTiILSz9oC62uX6oFJsWgqEpVv/9quPXAHA8eq0PVMxtymf1y7EHePPJ/UZDR0Pnhl57m2d96FofZsdlT38Y2LjguaoKiovP9xDMbIiijsytjz89G/6STnWdGGYcjImW4wZcn3LK5scXJedumF2y/q4iuww+eC7GjKY3DqlPn3tgIYnMgR1OdGHnWDWnLKj+qJjEccWAYwil306TEMGBoSBilaRoEg3DoEDgcROIWElkzTIkefk+jOPfSa8vyUjDjT4/WYa0/SOdtzfR997OkrnsZI/lW/M4CO5oL5Itpnhn08ORpLx0NWfrOWOqXwgA32n4yKQYN/gINrFzkTo47y+d5xY5FHFYNw7CQ/p8JpmIHUTVp1crMbMrFqdg+dkXc5DUxDZYryFtGUFRNIp62rBnr0F6f5eTE+tEPpeOVqjslb57hGTt5VaG3MfWCSyou/f3HU2ZOTThR5NXND1fLDQIhpG4Nbkxs29mQqanNU4Isw46mNOm8su5kj6ZBZMFKJq/w35MTsNCDpuTBN87p+GkGY4PbWTzbuKhwURMUBZnbPJfU/PyiKpEvymumhsaSZmwWreza2hXO1LzbWQ3nQgYm5mwYBtywN8bRUfemy/ySJMZ1VU0YvblsKq2h1Xdki2kTniqlesMQJK+gypgUo0wYNoxCAQ4fhqkz+ofubnjZy1AxMRxxwAKwAPXefFWTuIFpZ4U+SJbhpv0xfny4Dj3USPeb3oTr+99nV/0QsR1Xc2LcRdifLzuT9k86uP+ZIB31WUajdm67ZG4Tb2IlSkLl+ZSFnnC6YocuSeAy53Gt43njap6kf2gUk3KVMHabt3Nq0kmoRtdUh1Uj6CmsWi07Nelkdw0eL267SiJjWtdIcCxqpz1UuXB2hrMYhvgsZGl1AvB8wu8Sk2GqJnF6SujJWoKrjyMvzw0CIXwfmHaWiWbYn1/3s9rMZ9AUyPPsoBuTyeC+p4L0rEJSFNmg3legKZDnTbYmvjMygIKMjkSnr5Puuu6Nv/g2tvE84qImKPe1f5DrXLVH1J+ecq5pvhVLmvnZSR97WlPsbE5tyQ01mVFw2TaXh3NqwknIW8BtVzk95eTavjiZvAgd7G1Kb6rUbFKE0Vsyo3Bi3EXIW6g6Fju7aK0Y/43ELSxmRDugvb56dtC6WFgQrZtkUhil7d8Pl19OdNHCQtoMEXGT7Q6n1xyVzhVkbGat6vdzaHeckxNOjk146Lr5TuynD1P3469Td+edzCQcnJxw0RrMsqM5Q3c4w0+PBmj058oLjSILMe9GR7WLqsTAtFiMe5vS7JTTnJpwrmwh+Hwic8fvX/N4bksCp7XIWLROEEmDmiezMnmFmQUbheLKDyiyYMFq1hmcXir1y7JYrL2OYsX7bg7kzrgWr01mdL16fowkwY7mNEVV4tSkaFGtV718PmBSlkaSS+PIHodK2L92xdRu1Sv+RmbiVmbiViSJsii82nWkyJVtnlRWYXbRWo4ngErtkySJCqVuCBJ+YtzF/o7EmtfoL9fdSLulXmhQ8hJ//uaPbLd3tnHR4aImKDstzTU/N7ooDLSqLWoTczbSOYVY0swdl86dc8VkOWYWbDX5fCxHUZU4Pu5mV0sKi0nnuWEPBzqF6NJhFaGD/ZNOXDZ1026ZbodGnyPF7IKlnOFz9s5xMW0isiCmFBp81SsZa8IwYHwcjh4VJmU+H1x+OZrTw8isaDcxJXwsNvIZjcw6Vm09mE0GAXcRp01jct6Go/EgTc3N8JWvEL7jDsItAcaidsaiCh31GZoDOcL+PFMxG43+HC67Vh6HliVRQVtrISiZ8pkUg10tlaS2qt5g/34h+q0htbjOncdqVcvW7rViNSKQL8oYSCs+a02DhbS53K5bjoWUiSdPe/E5K6tpNotO0FPAZtFXTEOdDbNJfDbpnMLJCZcQfa6z+D9fKOk8FtMm+idFm249wlxC2J8vvy9VkxicdhBLmUlkzHicKgGXuP/oBvzkSICucAbDAJddqykEcWhGfD/7OxIcGfWwqyW15kbhkGs3+6R2HozH8VjPv0B5G9vYalzUBKVWGAbMLloqRK+6TnnX3BzI4bKpuO3qlpKTzWAxbWIqZmN/RwJJgqOjIp34bGK1oznNXMLC8TFXWUuxGZQyTkqLdnsow2jUzsScDY+9uHFdiarCsWPCwRVEau9ttxHLOZhPWiAFctqgo35zI8e1VKSaAvmyVf18wsyxhVb63vBLyN//HrS20nbgAIYB9z0dorM+g8chXHmn5q1MxQShNJsMNO3MooAIC1w+Jp3IiO/JblldNN0Vzgg90/LHvV5I1O5tEfCIhO3nht3n7Cw6MO2o+BsoQVHE61SzV+9pynBywkVPU+VrZ/MiXiFXkBmdtSOx9t+NGN8tsqMpxWLGzMkJF/Xe/Ib1VBcKJe3JcjuBRn8Ot0OQeE0TVcZ0TlwQq0177WjO4HMWiaeEiSNnAiUb63Ib/j67wpnydX2gM8HxMRctF1li+Ta2sRH8QhCUgWknvWfcUNM5hYk5G7IsdkalBef42NaliJawmDbhttd+85ict6FqUrkNNTDloKM+s6r9fdBTwO8scHTUTVsou6lRYlgK51Nkg8f6/WAY3Lx/vnYCkUqJ1s3Cgljt9uxBf8WrGIk6xbhmVLQQNlpJqobJmL0m4WZXOMPAlJgs8buKnJjw0nTja/GffgK++11i176Sy7oWhfvrpAurSaMznKWxLs/AtBBOdoUz5YW5ZDQXS5mJpSz0taTWPY81SeOq0ccrUecu4nWo52R/Pha107qBKZDlCHnyzC5YKqaf7FadFmuuPKG2XiVP12ExYxaVMx1Msk7/pJPFjJmwP4ezigDYYjYIegoX3E21UJSYjtsoquL7kTCQJDg84iZbMGG3qDTWFWjwVY9mqIbSRB2Ir/7Bo3UcH3NhUgycNq0i+HMtNPjyzMSthP15drelGJx2kC/KNbtPb2MbFxNe9AQlnVMwKzqLGTOxpBmHdeWO9/SUc8vt3EEo6mutQJyecuJ3FWkOiBvNxJwNn0tdU9ALgg/s60gyFrUTS5qrp+mugsl5G5m8YCGdDZlyL/7YqIvT0y68juLqN+CpKSFyzefB5YLLLmPBHCKaEC0hKWLQ0ZCtOVuoFsRT5hWthtVgNevYLDqLaRNep1p2oI2FX0J36xizX/4RfW86AIqfXS0pcgVhbudxqPQ2pcVY8piIHqj3FYguWtB0iY76LJf3LDIy6yhnvXQ2rC6kbg3lGIueNTnW1CQ+v+baW5Rep0rAXeD01Mo8p/WQySuomrTpnXbAUxQVjyrj2dMxa02kqaRz8buWvr8S+RuP2kjlTCvG4PNFmfmEman52s3QimkHurF6r2S53uNsnUfpvy1mg0Z/boXIuHS+yYzCdHxpdH+jeiVJguv2xBicEd9lOqfUnBtU5y6WQ0IlCbobRS7VxJxtQ2PI29jGxYAXPUH52Qk/baEsHodatRS/mDZht2gb8gfZSmgaHB9309OYLrvRziWEJ3fVTJdV0BbKkswIAe2ultSqC2YsaS4fv6kuV3XnZjELoedCylSefvHbcyJLZmBA3MmbmjBuvInRRR9FTYYseKWtqZKshsiCtabqSQktwRzHx1x4neJ3mgM5MnmF7x3t4+o3B+Gn34KeHtizB5tFmNslMiZOTrgIuAvsbktxZMTNE6d9HOhIVFw/XWGxWJVG0VVN7LY76jMV15LDqpHNn7WC7dkDDz64IYIC4HMJQ7iNkpThiL1qa2cjaKoT4YbVrpdzFZO3hnJi0nxGfI69TWLRt5r1mjVWpeiKZxMe+uN7cR4P0+D1rXie3aoRcBdQ5CWzvaCngNNWXXRdDW6HhtuRrohvqGWCZzlkeYkQnT2iPzm/lBtkVkRsxfJz29GU4tTk0gh4KZdqO2BwGy82vCgJSkmgNhO3sr8jsabd+3qmbZtFLbv9RMbE+JytQmOSzinEU+ZNLfRuh8be9iSnJl34nUs295m8aGuB2IGtVdWZXbAQ8ohFwScn8I0/yPTDBU6oLjoP1lG85TXMLArRphSD9lDmgpC7ksh5o+gKVybDShjsak4RyzrIHnojTcOPwH33we23gyzjcah4HCmeGfTwRL+PA52L7OtIMhKxc3LCtWK6q5RYDZUj2LA07VTSIJSrBzabqDxtAl6nICn9k7V5aQzP2OlYZ6y5Fngc6lLg4nlAqRpQGtM2m4zy51rSe2Tyyppi4Tp3kX3hGUbqDnNo927aQuu3hgpFifmkhZl4bVUaAwmPXeh1TIpRrqpMx8QEj8Oq1VzJUGShczq7lbqcBBaKUsUoc9BToM5dxGVTy9VBEIaEFpNe1qhsYxsvBryoCMpi2sRM3IpJEaOqBtKa5GRg6vztOKKLljUXkOmYlXxRrtjZqprE0IyDfR2bz4KRJNjVkmJq3sJ9T4foasjgsNZuorY4kaR36qdlF1fjkksp9LRhUmUeidqwjOgc2h2/4J4W88m1jcVWg82iYzYZJDMKbofGyKyjfAOPJc0cq7+RvuZB5K98BePldzKYDqPpErtaUlzanWBq3srJCZcgYiadkxMu3Ha16iIkSUujwCVTr4Iq0pFzBbmivYEkUXV1qgEeh4qEsW6oZDKjIMus2i7YKNpCWUZn7RVeIOeKQlFaMRJtUgxyBZnvPx3CaVNpqstT761N7xHd4HVpMRs160hAfK/JrInxqK1sh1+CLBnEUiJeAqAtlEGRBREJeIq47ZWRCJ0NGYZmHCsEyGef3/LNSnTRUvZsOTLi5rZL58ptVK9TxWrO8Nywh33ta48hb2MbFwMuaoLyTG6IVkJMx6xlQ6nSDfvE+NoumImMCatZ35yfxzliYMqB16nSWFd5oz825mZ/x7mll47OCqdLRTa4cc8cp6dFFs+q0HUYHBTtG00DZRfpa29gKlcnHlehNSjsvXub0mgaF9zTYjpmJezbfH+9LZTl+JiLOneRBt/SYlRyoD021k1mfxfebzxA95UzmPfsKD+nKZCniTwjETvZgsKOphTpvInjYy4a6/KVpGMZlpt6GQY8dKyOE+MuFNmgJZjD0d0t3HN7ezf1ntwOjWYpt6bb69jcubd2lsNh1cpVDElav6qVzilEFpb8PapNuphN1fUeALvbhF/PZMxOJq+sq8e6EJAkzlTZ1mjndCTLLStNl/DZi2TzMrMLK31IhiNLP1s+ru2yqQQ9hRWt2pC3UBbENvpzPHrSX76mS94t+9oTHB7xMOZ5kO8lf0aiYGJ35na8y7KJtrGNiwEXNUF59eEv8dl0E3e1dVbsgmJJ0V5Za5c/MXd+WjsgggarjU/quiAh3Y2ZFZMJx8dc9LWsHCeuBbMLwuhMkpbIRAn7OpIMz9iJpZYsvsnnl1xcJQl6epi44rUs5qxEExYcRmbVFpOiUPa0ODEutBrVxJNbicWMeUO73GroqM/w8Ik6br90yTG2UJQYnHFiNRv46jXyd9yCeexHcP/9cNttFeKKjoYlZ1RJgr7WFNMxK9MxV3kseTWURJGltsx41MaE81Kkhx+iqVXZdIXDZddoDWarlvWF8Hvrq4Pd4TQDUw6C3iKHh92012fLmqaz4bRptIfOLcHa7dDY5RDj4icnXIR9OXyuF/5YballBZTjGmxmrap789kp34axlG1V1EQZZPkYd4nISBgUihKqBjaL+O9TE+L6/E7mp/zZ8W+i1A1j2Bb5yRef5tR7T+GyuM7ju97GNrYWFzVBwTvCsOdBPI7Wih/PxK1rko+hGQedDedPTDafXNneSWUVRmYdVT1NhmYctASr7yJXQyJjKvfNQ961w/k6w1kWJlIc+coYuy0DKHYLub5LGWu6sbyrbfHlyM4b3LA3VhNJcto0+lpTzCUsnJxw0VyXLXtEbCXEeOy5V2rG5+z0hNOksqLtMRa1YzHpFeZqmbzC0eJtdIcHsH/lK/CKV4gJpTMoOaOqmnBGtVvEZ1BykF2rXbj8My0vUu4ZJtNmJudtSBKEfbkNf4ZOm0Z7fbZiTD6eEtNqm6kO6rrQe6SyK1lF6VoZijjxuxZoC2XXbE9sJUo+LdMxKzMTNtpC2Qs+frxZNPiFHiyTV1ZMfnU2ZBiOVLZ5JEmQT5d9/eu+p0l4o7SH0sRSlrL+6bH0SSi40Yavh757mEpNMRwf3s7i2cZFhYuaoNgUhVd5r6z42eD02uQjmVEwKUZ5YuZCIBK3kM6b2Nu+UlsyHbPisq1TMj6DoiqVS8Juu7q2rsQwYHRUmKapKj6fj/TVL+H7szcQ9BYIOwr0Blfm6Gy0ghP0CKv8iTkbE/N2epvSWzpanMkrNYkd10IiY8Jp03DbVX5yNMC+9mTVtojDKkTGA1Od2K8P0/z9r8GBA2LSZxlKrrGZvMKpSTGO7XeJ8c86V2FV3VNLMMd41LZEUMxmml2LEBBEc2reynTcRnQ+QFat3ZbcYdXobMhwbMzF7tYUUzFr1dbOcr3HaiO2sizyj9Zyeu0KZ8qk7EKjsU5oUUZnRcutp3Frr7fziZIWbPnkV9BTEI7K54CQt8B8UvjUlNo/v+Ho5HvmL2NgYAAHQgfoDWyunbiNbTxfuKgJyo87/obLnUt/dLmC2D2sRT4m5u3nVeU+u2CpME0anHbgsqnliYTliKfMFFR5TdGhYcBIxE5RkzEr+tpJxMWiICSjoyBJFJo7Gd37WjCLDJ2wL8fL26NMzVtJ500VxzGMlfqAjaAlKEZFB6bFDnHTIYLLsFWVrmOjLvxuFVkSBnSRePWWRAk9TRkhoL3iHfSN3Y88NgY33bSCvTmsGrtaUsRTwia+3isW9dWiA5w2rTxNBUBfH5w8KUgQnBmpzeOZnOdxzcpQxEOq4Cwfdy2UrPk/9f1Wrt8TY2BqJcExmwzC/vw5665K4svSaPXzgfb6bPl6Mwy2LKH7QmD55Fd00cLIrB2zom/Iw2g5gp4Cx8dErlbpM3i172oO9/0r353/OZGcxB/+0t9jM52/KaxtbON84KImKM2mQMX/D85Ut/IuYXhmaycQqmEhbS7vko6OuulsyFQV9wnRnGXVKYypeSupnCARHfVrJConk0surmYzkdbLWTx4LUgSFpNOT30WSarc0TcF8mTzRY6MLOlhJuZs59xKkSSxUBSK0pmQObVmh8yzYRhQUOVzWkwjcQvHxt101mcqbv6SJHr8a2k/SgLaE9xOY2aIurvvhle+EhwrF/6SAdnsgoX5pIWWgNBljM8JUe3yaQqPY9l4aFub0AKdISjL4bXG6WpI0Bi00j/p4PFTfoZmHGdcZVfqmxxWjTpXkTsumyORMbGrdfOTYLXAahYmeM8nStdbqeVmM2s41/+1FxRC3gK37J/j5ISL/klBtjobNj66v6M5zempytHzPfY2WvwBHozHsZpqN7vbxjZeKLioCcpyzMSthH2r7zRL2oML0bdO5xSGIw72tCWrjvqVvB72d1YuIvGUmeii2N03+nOrm1RNTcFzz0GhgOr0MtJyCKNXKPTrvXkanOtXHexWnX0dSQamHNitOrmismVtL4vZKJuelVwvN5q5cnrKSW/j5ipdE3PCmTTgLtASyK3YmXY0ZGuKNpBlzjjQtjF41Vvo/s6X4IoroLOz6vNLuUbjUeHQ21GfoX/KhdOqlts6jXV5Tk048TpVdENiNuMhtazaIUkwG6sjkmliOOImU3QQ9BS5ti9OT1OmQhAdcBfKn6uuw8kJ8Z4KRYnDw+4V19dWoqhKuO2qSJbeRKr2VqLUcsvmZZ55KshCaQLtIoGiiOpWaWNTqpgG3IWq+UjVYFIM7BatPE6/jW28GPCiICiGAfNJ85rVk7Go/bxN7ZQwE7ciSwYzcWtVvUkJpQBAEJWU8Tn7UphaNV2JpolWwOAgGAZRbw/xXa8CiwWTYtBVn0GWN+fg2tOUYT5h5rlhz5a0ZZajZHoWiYvE5Pb62oSN2pmnbHT6Y3jGTl5VaK7L0hLMrTlqvhFPj+ZAjqxL5uiVv0b3wPexj43B9devKthpDeUoqhKPnfKRyZuo9+Y4NuYm6CngcxYZn7MDBmYThLwmwp7ZCjGuczzGcccUnQ1JmkKiLL+QFm26EgkC4ThcStydXbRwzc44sEQQnxv2lEMnzwc6w9k1x5wvNOxWnd7gHE8pOQamvTismzP3ez4gSYJkyjJlQl36fqu5yVZDayh3XjLFtrGN5wsvCoJyatLFrubV/yhHIue/tQOURYprjcSemhC5P6WUXKtZr05KMhl45hmYm0OTTAyHrsQ4eAVIEgF3gR3uIrA1SbBmk8GBzkWOjblpDuRW9fbYLEpTDCMRO7niyrbH2Tg9LRxba0FJhyBycjLl3fxcwkLAXVj1pu6ya0QXhQi3FtJkt+rs7UgxYLkNxsdRPvcTtJtvBUv10rnZZHDljkXMil62pndYNeIpM4f65hmbc9AVTsPBHXDkCFxzTU3vdzlKAuWZuBXDMMr6H7+rSMhbYHdrksMj55ekOK0qqewLw6OkBIc5Q0/jIobhOq8TZluJ0jTP8kmw0vebL8qcnhLfbVsou2bFqjWYXZn9tI1tXKS46AnKYtqE06quuttO54Sx1Fa5aVaDYcDxcRd1rjXC9YBHT/owKzpTMdsK7wMAolFBSrJZYnKQ+c7LMTrqUGSDzvoMinJ+RjojC1Z6m9I0B/KMR23EU+aqot5zRUdDttzespiqiwLzRRmLSV93QdW0JUFud+PKxOfoomVdMXRnuLLVYxjieqrm67F80iXf2I7maWDv419CvvZqaG1d8fzl2NmSJl+UGZoRgumJeTujs3ZBTEMheOyxtd/sGlA1iYW0uaKKEU+Zy+OsIU+e54Y9HOjcOpJSVKXy590aWtss7vlEydRsct7GZMxOZ0PmeTFmrAUmxVjhTFvC8k1MyYixRELPhtuhMR2XUTXpoplu2sY2VsNFT1Am5m1rtnZGZ89vayebF7ubOlcBb3DlqPBcwnImoM9Mgy9Pd+OyRXmZi6uu6oxYetF2vhTsdvyuIr2eAnD+wveqoTWUI5UVoYM7m1NbnrMjy2LBzuZFerDfVawYaR2OONZc7ErmaopslEPlzsbgtGMFwdJ1QVqSWVMF2SioEj89UlcW8/pcKt2NmXUXc12Hk45fIXz0R9SNjcFLXrLm861mEUaYzChMzNtpCWT4yZE6drWkCa/9Umvi1KST3WcRseWpwQspEzazxj2PN3DljoVzNrwD0S5dPl21ImvoBYbSdzs046CgyvQ2ps7JPO58ouTSuxpKleBYUpBQkyK8VJb/Tm9TmpMT25k827j4cVETlIk5B/s6Vi9ljs6e31LnXMJCPGVmf2eS/kknLSFx809llXKwWtBToMGXXxojzOeFwHV6moWCg2h4Hxx4PZIi09GQxaToXEhSouuVLpUg2h/7OpJlMedanhibhd0qFuxYUmSXNNXlMCnGqu2WdE5hfG6luRqIHf1MXGQbZQsK80nzipFpWT7zXfhXVoYGpx001eU2JBKWZdjdnmbSdQMD/eP0fP3rYsrHsvYIs9uh0XfGGXV41kkmr3Dc6KNtPI6r1V/z64MIumyqy6+5oPlcKj6X8Mz52Uk/iYwgaC6bWnNS8NkwDCqIYdif5+SE6wVLUEroCmfKbsAlY70X0mhyqc1TS/Wyzl2kzl2kqErl9k9rMIvdqpcF1HMJC2blwm5wtrGNrcRFTVAeSg5wjX3liCaIyoamS+etNz56xrugZAmvalK5rO6yLZmo5Ysyg6dUdke+j/FYipFCE8XePUhX3ITXUaTXVwA2nzNzrhiZdZQD7s7GzpY0swsWYcPfmjovN/PSjXZy3sazQx5uuyRa8fh0zMLxMTdmk0FTXU4UnaYrR31NivD3sFlEmuuN+2IbOofuRmFytpncmuZAjuxlDRz1vZHuu+/GfvM10NS07u8FPEUu6UyQyilIO3qZeOIIBq01a2/yRZlMXql5jFuW4dpd8XK7J51TygJbh1Xb9Dh4CUFPgf+/vXOPjqq89/53z30mM5PJZDK33BMCIQkggqSpgvUlcinHgqgHLecUXS0sLfbVclmK50gqb1usnNfXajllda2j6NKDSCvSYuUUAwGRECUEQ0BCEnJPZia3yUzmfnnePzYzMGSSTMhtxjyftfZaZj/Ps+fZPx73/u3nd+vqF4Q1O0QTgWzAbg8bmnxrhNVUw+eRUeeWCUT/AOzOltPNQbzEA7XChd/VXEGV+FM4PDxkWO7DnHiaRZYSW8S0gvKC92Xkmv8NP1IUDmprNEomxLRDCJuIKznRCbnEi0aDGK3dYihl7pvJoggBGptALl9BZXsakrRc1OUtBRMnQVqS44bZJDq+bHz+4W3VaoUbCVIPaprZuiuRZLyNhNv9PSx2HpQyN764ooTfz0Ae54V5gA+V3IX75/RGZE/v7BXe8W5Pqsp5x86FYqEfBbOBhvh/gajiFJJ1LcD3vjfiOH0iG3I8O5eg+UI/Bvyso7Wrf+SibvWdw+f8CQeHA9yVZQlWuw282AYcN5UVscAXtlLzSKjkblxtk0a9ghJAwGdDkwccXHb3J27oDMCTzUhmnqEIrF3zAA8vVVfg1c6PwXB9YBIb8OV//wDXn7uOeBEtGEiJHWJaQQGASnvDIAVlvOq33I7TzfqbJEg9MJqFMPULkZ5kh8fHwUy1GbhYA9LcghZbIlzadFxT/QR3FQ4ETT/A5NQtGW/4PII5GVY0GcXoG+CPGBF1q7/HcNzq73G1TYq7Uyww9AnRbRHAYuchL9Ua8dctIWwo7mzlnSmlcokXJrNgTHk9svUO9Bbfi8uVHZj98SfgPLQqmMV3KALhpemyXpBUK+oNUhgcYnQMpKJvQAB90uAxzSYx0u5wfTMMMC/TgovX2egeLpc16QWUlVvrxYgFg4vbWe1DR+xoFU509grHxc9lspCK2WzAvVa2GKFGMXSF6slgNGaeoVBIvWiRfwnGXQ/SNRsEfvQ6e9FqaaUKCiWmiGkFJZ4jwT8n3BdyzunmsEmkxjmssMkoxrWOOGSoHZCJvexXpsUCnK2CvUGKOpEfmDkTuOdepCY50dotxgNK84RGD42Vrv7R5YnI0DjQ3c/H8SoVUpMc4HHC72owDBtBEc7fIxzdFgGcbiZYrTaQIybwdRsItxyOa+1xEZtHhmKG/s5NPQGUMg8US5JwtXYNtB/8FcqVhYBGM2T/bK0NDYY45KSmgmlrRU5aGiRqIyquAM1dcnB40pCXlc3Jhd+PMa1vhrm5k1KQbg3ZnQrUiwFYM2lAWRHy/UhLcsBoFg5ZIFAh9cLQJoopBSVAwNRo6BPiapsUqarBpQomgzsx84TjqcSl+Iv5LFzaSwCAxSmLMTNx5pivS6FMJjGtoJzO2I18cVrIueuG8TPtuDwcNJvE6OwVQi7xYtn8bqCtDThVjTazFHaREh3aB5GygosZ+sAXrR2tXSIope6oVk4Adsch4EMDsC8kQ59wyHBHgPX3uC+vF41GCeJl4UMdR0OjQYxv22RYkt8z6Ms88HXb1S8Ysr4NwJqKpGLfsLlVIiVZ6URbt+iOzBwBOBwgbzbQkfQoGkrPIju7FVi4MGxfLpfdQcHs2cDJk0BaGrgcAl1cK2Yl98Htl+F8nRxODxdZWjuaTOIxKVABAjsp1U1y5KVaw5ZSEAv9Ib5U9Z1xaDKKwOMSpKvDJw6L9Twc2gS2UGJLlxgtXWwxwiHLTEwgd2rmCVAsvwt1+fvwj54qtNmB//3ILgi4wztwUyjRRkwrKAlcacjfbd2iMTv7+f2s/4rPzyZR83n8mOv8CuK6a7j2pRKMVgPkr0Gy1ocUoQ9o52PGLS/5rn4BOBxEnKJ6MiCE9fEIpNEP0GwSh0TwiIV+pCY5I/L3yEsbQGevENfa44avqjzEfOo64uAnDMQCH4py+4Z1Zg7kswi8NGbqQ8NEO3pF4xZSqZB6YeoXwu1hxhxirVe54VizCDVnOpH1l88gWf0gwBv8v5w2wYVOmxw6T+iaEQt8yE4aQL+Nhy8uJ+DQGS0WzOgf05xuhWGAuRkWXGqSITdl+JByIf9GoUqwzsqBHDQ8TmiW0ziRD63dURrDOwrSkthihNcNbNXhmcmTV4wwQ21Hk1F8x8UDA6QKkvCo/F6c9vWBw4yD9k6hTDIxraDcisvDgdPNQUqYXCSR0NbN1k9hGCBL3g3fhW/wxWUlNHFWdOVkQHTfWuQkOW88pNhdg9tDWQccXFjsvJBskBON34+gz8ZwxMeF5vdwe1jn2KEieCJBp3Qhwc0WHczS2kfcMfL52CyxDEgwudrVNmnEWX4DL426DjYPSrbOjmbT+PsbzUy2jdnUE0As9KNgqQYNtQ9C9O7nSF69EFCpQvrEx3lh6BNCx+HczPN/WztbLZqBqV+IHqsQs1Os42LGZBhgbqYVl5pkmJlsiyiRmYBPgjtvHi8TVFa4HDYnR6bGjuuGsflRRAMMw0Z4+XysCXGo5ILjjYBP4PFRhYJC+c4oKA2dozft9Fj46LGyuwrJvhaoa6rQ3CNFFROP7uQluO9J3y1f9oN3Zm6t5eL1MWgySYatwTNavD42v4fTPfTDKuDvoVaM7mXQ3CXBDN3YI4lEArboYEOnBEK+P6xpxOXhoNEoAZdDMCv5ZrhyW7cIycrRPfADYaIuDwfVTTJYHbwJKWOgV7rQ3jP2HbkA2bN46NX8EJePVmL27FZwFswPaY8T+TCQng9pXV3Y8Z19IqxcwIZgt/eI8FWdAokyD+ZmWMbFtDUnw4qaZhlm6GxDOgkb+wTBOkAB+DwSEmofUFYajWKkJ4XJlhyDcLlsyL3TzcHVNilk4juv0h0phIzdzEOhxDoxraBY7HYs2roVl1tacXzX6wBS8Mju3ei2WOD0eLDnySexpKAgZIzNyUV7jwgM8UNpuor4ukZYXEK0KxMhmPMgRBIhRAAWRhA94vZyIOT7QQhbAHBepiXiuTvdrL/HcA5xPC6BRuEatyrDtzOeD79snR29Vj5qmmXIS2WrOA842KypgeRqtzPg5N2xr4eQ7wefS5CXYsW3rVJoE8Y3+iJB6oHJLIDHy4ybD4JS4Yfix/NxtbQd2j+fgPLh+4MVEVNUTtTaZ2NW9SFArQbAru81N9b3gW1/AKDG/z18GB+Xl0MqFuNXj7+AYxcykJtsRZZu7EpaQboVl1ukyNLYw645q4M3rOMzj3tTWUlX2XCiWoV0tQMchoQv7TBB2D0e/OjXv0Z9ZyfO7dmDbK0WK195hW1zueDxelH1+9+P+roiAbuOLXYerrZJkShzT1hYdYaGLWY5lh1OCiXWiWkFRSwQ4PCOEvziT+9BfmO7+8C2bRDw+WgyGvGzP/wBnxcUwOcDrhvjALcb/NoacEy9IAwHvenpUK98ABo5+wKqbZMgSXSzhP1w3GreudIqRX6aNZhC3WJn83vcbgK6FZGA3W34LtXLUMo8UMR5UHFNAYZhHU6HSlvfaBAjQ33nJoBABFKCzIsEGesPc7VNGlIwcKzMTLbd+Lcdv3w6HA6Q92AyOuoTUP9fpzDjsflAQkKwkfhv8QkSCPD+ll349/ffBp9LYOjrw6fnz+PM736Hr+vqsL/0Xex9+hl80yjDsUoVFs7ohyp+bEpaftoArrRIkaGJrPL0UAgEbFr2bC2rsDSZJPATBgwmXlkRcLl457nn8Pu//hUAIBYKUfbb3wIA9peWotlkGtP1A1W6uy0CXG2TQpfgRHzc+OQHCiDk++H2UjMPZXozpQrK3r17sWfPHhgMBsybNw9vvfUWFi1aFPF4Po+Hfrs+JHmY4EbeCYvdgbSkLFy77IG56jri/WYwAj78+bOQ9eCsW7bFCTxeBt+2SjErZXgbPCGsv4fZxkdrtwi6BCdKv0lEosyNZpM42E8u8SJTYx+XrfeJgE2RPv5b1N0WAbotAmSoHfD5Gbg84QVACODycsekSHRbQosB6pQu6JQuNBrEcHs54+LUyDCALsGFjh7hHaeFHwr9DAkc+gdQc+gCsubEQXJ3LrJ1djQ4kyFzs4obj8vDgEfDKgoM0Gg0IT8tDQzD4O7sbPz0rbduhAxb4fEO4FytAu4mDu7L6xtTUby8tIFho6YiJUdvYyuNpwwE/bL8flZZCUSKZWoGF3ocKzwOB4kyWdi2Q19+if946qlx+Z1A+HtHjxCdfSKkJ4XfebpTqJmHMt2ZMgXl4MGD2LJlC/bt24fCwkK88cYbWL58OWpra6G+scU9EsY+EbL1oS8OUx8fP/z353Hd2IFX7/kRmIZ65BRnIUErDHuNfhsvGAViNI/s76GSuzFDZwtWSFbJrTGTPTPAaFKkR0JnrxD9dj5UcnfIjonNyRYdzNGH+jXUd8aNyf+lvkMS/DK/nUytAz4fUNsuhVjgG7N/ilLmwdU2KdQ+97i/SMUSBgUbFqDh80aIDp1F8iPfgy97Jvi17Jd/gyEe9+az8hTw/EhJ1ON8fT1cHg9OVlej13rT34nPI1ic3webk4tTNUpIRWx01J2+3GanDuBqmxQpiQ5IxT62ZtMor8Uw7LxdHk5QYeJwEHSeJeRmxBwhrLIykSG95oEBGPr6MHuE6tOjRZ/ogh4uNBnFcHq441aMMF3NhmxPhI8VhRILTJmC8vrrr2Pjxo146sbXzL59+/Dpp5/i7bffxosvvhjRNQ731OA3M4vgcQOXTnahw+ZCotCGg4/+ApwcPtbueRWbXlgHp5uDRoMQXj+Dj/q+wP9YqiDliLCWtwY5gjQkJzrR3iMa0d/D5nPiN4aP8HVbA2TG+/BSzmIsTBRFfM+NLgN2dR5Eu6cH90nz8KLmEQg4w2cavZUy6yW8afobXMSDf1U+gMeVSyIeSwjBn7r/B5/0nwN6cvBrRSEWSGZEPH7A58CvDR/hgr0BM4Q6lOgeh8ush93FhVbhDJucK07EFh281h6HXm4H9jnfQYerD3n2pdij+z5Gs/xOWL/Bm6ajcDh5+JFgFTbrC4bsy+UCuSkDsDm5+LZVCqXUhb94j+Cv5grEcyV4Ufso5kuyI/5tvdaETZVn0ZZwGjlCPUp0j0PNV0Q8vt7Zgf9jOAiDpw/3ywqwXbMWfObmvWcXZ6K3UYnLfzoD3T8tRHcZgRXxiJe4wOUK0OHpRYnpHcRxRFi4ZAaW7dyJu7KykJuSMui34kQ+LJvfDZNZgE/Pq5GptuGk+CCO9n8NBU+KHZpHMU+SGdG8c1MGUNnCxXvuA7jQY0aBmo9dnseQxI88G6lXUYd/vlAOp7IaD8jmYpvmYfAY9u3NMKHKSpNRDK+fA0LYUFsBn+Aflir8oetT+IkfP1MtwxrFyCUEAhAQvN9bhovu60jgSZFfm4bVhYPLYgxFv8+GXZ0f4pKjGbmiFJToHkciTz5k/wwNG2UWcBT2JdTiN8aPYPKYUSy/C1vUq8FlItdcTjq+xp6GGsRZWrBRtSxsSQ8K5bsMQ8hwnhITg9vthkQiwZ///GesWbMmeH7Dhg0wm804cuRISH+XywWX6+YLsL+/H2lpacjJfBbzOfm42PUhluQ/hozMXPiJD1wOD3aXBe+fehmblv0ePB5BvNiNL1yX8IG5lL2IVQ8IHHg1dc2wD51b+WPfZ7jgqAMsqQADJCXY8Fv1v0Q01kd82Gp6GzafE+BbAQYolt6NnyUURzS+yW3Ei8b3AJAbB/Bc4hoUSWZFNP6YtQr7zf8AvGLAEweOpB9van8GVYT3vqfnE1Tar7FvEpseak4iXsv6J4giMCW4iQ9PN70Pu10IwAfIOrBcfjeeUiyN6Levuw14yfge+4czEVA04t9U6/B9SW5E4w+YqvG+8QIgNgECF3gMD/+l2xzxvZeYPsR5sxEgPEDci3R+Ev5T93REY51+L37S8TpsfhcAVlZrZN/HxoQHB/X1e/zoLLuO3sYeXOFLsXCuCn0CO/aU/z/I9DMhkMrAFfbgJwn/C6TPjm9N9Xh0zqphf/+IsROfd5shkjWAL+wFj+FiW+IayLlxEc3/nb5SXDEDXi8fYnkTdPxE/EI5/G8GcPk9+F3Px7A5ZADPCg7XifvjCrBCumDYcYQAXTYJmt1mHOz/AjxxFwTSJjAcP55XPoQCYfqQY62NLTjROYD8+xdj1z/+Aw05HiBBBIADprQJr/1wB/I0kSnmL5newzfOZgB+QN6BAkkK/jt5W0Rj+z1OLKt+Bw6uBUiqARjgFwmrsF21NqLxXznq8Gjbq0BvNqBsAAB8kLwFiyX5EY0PYHO58I3Dge8/9hji42mae8rUY7FYkJqaCrPZPPKaJFNAe3s7AUDOnj0bcn779u1k0aJFg/qXlJQE3sr0oAc96EEPetAjxo/W1tYRdYWYiOLZsWMHtmzZEvzbbDYjPT0dLS0t9KtgAghouK2trZDLI9tloEQGle3EQuU7cVDZThzTSbaEEFitVuj1+hH7TomColKpwOVyYTQaQ84bjUZotdpB/YVCIYTCwU6u8fHx3/l/zKlELpdT+U4QVLYTC5XvxEFlO3FMF9lGurEwJYGwAoEACxYsQGlpafCc3+9HaWkpioqKpmJKFAqFQqFQoogpM/Fs2bIFGzZswMKFC7Fo0SK88cYbsNlswageCoVCoVAo05cpU1DWrVuHrq4u7Ny5EwaDAXfddReOHTsGjUYz4lihUIiSkpKwZh/K2KHynTiobCcWKt+Jg8p24qCyDc+UhBlTKBQKhUKhDEeUJmOnUCgUCoUynaEKCoVCoVAolKiDKigUCoVCoVCiDqqgUCgUCoVCiTqogkKhUCgUCiXqiEkFZe/evcjIyIBIJEJhYSG++uqrqZ5SzPGrX/0KDMOEHLm5N4vvOZ1ObN68GYmJiZBKpXjkkUcGZf6lsJw+fRoPPfQQ9Ho9GIbBJ598EtJOCMHOnTuh0+kgFotRXFyMurq6kD69vb1Yv3495HI5FAoFfvrTn2JgYGAS7yJ6GUm+Tz755KC1vGLFipA+VL7h2b17N+655x7IZDKo1WqsWbMGtbW1IX0ieRa0tLRg1apVkEgkUKvV2L59O7xe72TeStQRiWx/8IMfDFq7Tz8dWoh0Oss25hSUgwcPYsuWLSgpKcGFCxcwb948LF++HCaTaaqnFnPk5+ejs7MzeJw5cybY9stf/hJ/+9vfcOjQIZw6dQodHR1YuzaySqzTDZvNhnnz5mHv3r1h21977TW8+eab2LdvHyoqKhAXF4fly5fD6XQG+6xfvx6XL1/G8ePHcfToUZw+fRqbNm2arFuIakaSLwCsWLEiZC0fOHAgpJ3KNzynTp3C5s2bce7cORw/fhwejwfLli2DzWYL9hnpWeDz+bBq1Sq43W6cPXsW7777Lvbv34+dO3dOxS1FDZHIFgA2btwYsnZfe+21YNu0l+24lCeeRBYtWkQ2b94c/Nvn8xG9Xk927949hbOKPUpKSsi8efPCtpnNZsLn88mhQ4eC57799lsCgJSXl0/SDGMTAOTw4cPBv/1+P9FqtWTPnj3Bc2azmQiFQnLgwAFCCCFXrlwhAMjXX38d7PPZZ58RhmFIe3v7pM09FrhdvoQQsmHDBrJ69eohx1D5Ro7JZCIAyKlTpwghkT0L/v73vxMOh0MMBkOwzx//+Ecil8uJy+Wa3BuIYm6XLSGE3H///eS5554bcsx0l21M7aC43W5UVlaiuLg4eI7D4aC4uBjl5eVTOLPYpK6uDnq9HllZWVi/fj1aWloAAJWVlfB4PCFyzs3NRVpaGpXzKGlsbITBYAiRZXx8PAoLC4OyLC8vh0KhwMKFC4N9iouLweFwUFFRMelzjkXKysqgVqsxa9YsPPPMM+jp6Qm2UflGTn9/PwBAqVQCiOxZUF5ejjlz5oRkAV++fDksFgsuX748ibOPbm6XbYAPPvgAKpUKBQUF2LFjB+x2e7Btust2ylLd3wnd3d3w+XyD0uFrNBpcvXp1imYVmxQWFmL//v2YNWsWOjs78corr2Dx4sWoqamBwWCAQCCAQqEIGaPRaGAwGKZmwjFKQF7h1mygzWAwQK1Wh7TzeDwolUoq7whYsWIF1q5di8zMTDQ0NOCll17CypUrUV5eDi6XS+UbIX6/H88//zzuvfdeFBQUAEBEzwKDwRB2fQfaKOFlCwA//vGPkZ6eDr1ej+rqarzwwguora3Fxx9/DIDKNqYUFMr4sXLlyuB/z507F4WFhUhPT8dHH30EsVg8hTOjUEbH448/HvzvOXPmYO7cucjOzkZZWRmWLl06hTOLLTZv3oyampoQXzTK+DCUbG/1g5ozZw50Oh2WLl2KhoYGZGdnT/Y0o46YMvGoVCpwudxBHuRGoxFarXaKZvXdQKFQYObMmaivr4dWq4Xb7YbZbA7pQ+U8egLyGm7NarXaQU7eXq8Xvb29VN53QFZWFlQqFerr6wFQ+UbCs88+i6NHj+LkyZNISUkJno/kWaDVasOu70DbdGco2YajsLAQAELW7nSWbUwpKAKBAAsWLEBpaWnwnN/vR2lpKYqKiqZwZrHPwMAAGhoaoNPpsGDBAvD5/BA519bWoqWlhcp5lGRmZkKr1YbI0mKxoKKiIijLoqIimM1mVFZWBvucOHECfr8/+MCiRE5bWxt6enqg0+kAUPkOByEEzz77LA4fPowTJ04gMzMzpD2SZ0FRUREuXboUogQeP34ccrkceXl5k3MjUchIsg3HxYsXASBk7U5r2U61l+5o+fDDD4lQKCT79+8nV65cIZs2bSIKhSLEy5kyMlu3biVlZWWksbGRfPnll6S4uJioVCpiMpkIIYQ8/fTTJC0tjZw4cYKcP3+eFBUVkaKioimedXRitVpJVVUVqaqqIgDI66+/TqqqqkhzczMhhJBXX32VKBQKcuTIEVJdXU1Wr15NMjMzicPhCF5jxYoVZP78+aSiooKcOXOG5OTkkCeeeGKqbimqGE6+VquVbNu2jZSXl5PGxkby+eefk7vvvpvk5OQQp9MZvAaVb3ieeeYZEh8fT8rKykhnZ2fwsNvtwT4jPQu8Xi8pKCggy5YtIxcvXiTHjh0jSUlJZMeOHVNxS1HDSLKtr68nu3btIufPnyeNjY3kyJEjJCsriyxZsiR4jeku25hTUAgh5K233iJpaWlEIBCQRYsWkXPnzk31lGKOdevWEZ1ORwQCAUlOTibr1q0j9fX1wXaHw0F+/vOfk4SEBCKRSMjDDz9MOjs7p3DG0cvJkycJgEHHhg0bCCFsqPHLL79MNBoNEQqFZOnSpaS2tjbkGj09PeSJJ54gUqmUyOVy8tRTTxGr1ToFdxN9DCdfu91Oli1bRpKSkgifzyfp6elk48aNgz5YqHzDE06uAMg777wT7BPJs6CpqYmsXLmSiMViolKpyNatW4nH45nku4kuRpJtS0sLWbJkCVEqlUQoFJIZM2aQ7du3k/7+/pDrTGfZMoQQMnn7NRQKhUKhUCgjE1M+KBQKhUKhUKYHVEGhUCgUCoUSdVAFhUKhUCgUStRBFRQKhUKhUChRB1VQKBQKhUKhRB1UQaFQKBQKhRJ1UAWFQqFQKBRK1EEVFAqFQqFQKFEHVVAoFAqFQqFEHVRBoVAoFAqFEnVQBYVCoVAoFErU8f8BF1lCQIOB6ZUAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Processing FloorSet-Prime Batches:   0% 0/1954 [00:01<?, ?it/s]\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "from torch.utils.data import DataLoader\n",
    "from prime_dataset import FloorplanDataset, floorplan_collate\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Rectangle, Patch, Circle\n",
    "import matplotlib.patches as patches\n",
    "from shapely.geometry import Polygon, LineString, Point\n",
    "import copy\n",
    "from visualize import get_hard_color, visualize_prime\n",
    "from tqdm import tqdm\n",
    "\n",
    "\n",
    "def main():\n",
    "    root = './'\n",
    "    ds = FloorplanDataset(root)\n",
    "    \n",
    "    # Create DataLoader with no shuffling for effective file caching\n",
    "    dl = DataLoader(\n",
    "        ds, \n",
    "        batch_size=512, \n",
    "        shuffle=False,\n",
    "        collate_fn=floorplan_collate\n",
    "    )\n",
    "    \n",
    "    # Iterate over DataLoader\n",
    "    for batch_idx, batch in tqdm(enumerate(dl), total=len(dl), desc='Processing FloorSet-Prime Batches'):\n",
    "\n",
    "        area_target, b2b_connectivity, p2b_connectivity, pins_pos, placement_constraints = batch[0]\n",
    "        sol, metrics = batch[1]\n",
    "    \n",
    "        # Print sizes of data for debugging\n",
    "        # area_target: bsz x n_blocks - Area targets for each block\n",
    "        # b2b_connectivity: bsz x b2b_edges x edge-weight - Block-to-block connectivity\n",
    "        # p2b_connectivity: bsz x p2b_edges x edge-weight - Pin-to-block connectivity\n",
    "        # pins_pos: bsz x n_pins x 2 - Pins or terminals (x, y) location\n",
    "        # placement_constraints: bsz x n_blocks x 5 - Constraints [fixed, preplaced, multi-instantiation, cluster, boundary]\n",
    "        # sol: bsz x n_blocks - Polygon shape of each block (target solution) containing a list of polygon vertices for each block.\n",
    "        # metrics: [area, num_pins, num_total_nets, num_b2b_nets, num_p2b_nets, num_hardconstraints, b2b_weighted_wl, p2b_weighted_wl]\n",
    "        \n",
    "        print(f'area-target data: {area_target.size()}, '\n",
    "              f'pins_pos: {pins_pos.size()}, '\n",
    "              f'b2b_connectivity: {b2b_connectivity.size()}, '\n",
    "              f'p2b_connectivity: {p2b_connectivity.size()}, '\n",
    "              f'placement_constraints: {placement_constraints.size()}',\n",
    "              f'polygon_shapes: {len(sol[0])}')\n",
    "    \n",
    "        \n",
    "\n",
    "        # Visualize results of the first samples of each batch\n",
    "        for vis_ind in range(1):\n",
    "            layout_ind = str(batch_idx)+'_'+str(vis_ind)\n",
    "            visualize_prime(\n",
    "                sol[vis_ind], \n",
    "                b2b_connectivity[vis_ind], \n",
    "                p2b_connectivity[vis_ind], \n",
    "                pins_pos[vis_ind], \n",
    "                placement_constraints[vis_ind],\n",
    "                layout_ind\n",
    "            )\n",
    "        break\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    main()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "35cb330f-d795-47e4-9d3c-c3f3f094366d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
